Stealth Writer outputs

The 10 best tips for improving home wi-fi coverage Started to get frustrated with video buffering and blinds spots in the home? You're not alone. Poor Wi-Fi connectivity is among those irritating pet peeves that can turn into a full fledged rage inducing nightmare if you're watching Netflix on a cold winter night. The good news? It's not hard to resolve, even if you're not the techy type. Below are 10 tips to turbo charge your home WIFI. Firstly, place Your Router in a centralized location. End chassis-clothed routers! Wi-Fi signals go in every direction; if you need to position it in your house, do it in the center. **2. Get It Off the Floor** Routers perform better if they are lifted up. Mount yours on a shelf or hang it up on the wall to get a audible signal throughout the room. 3. Don't Place it Next to Other Electronics Things like microwaves, baby monitors and even cordless phones can affect your signal. Allow some distance between your router and other objects. 4. Flash Your Router's Firmware. This is one you don't want to miss. Access your router's settings periodically, such as every few months, to update them. It can have a significant impact on enhancing performance and security. **5. Change the Channel** If you are having a problem with neighbours' wireless signals, change channels. This is usually possible through a router's administration. 1, 6, 11 are typically good choices for 2.4 GHz. **6. Use the 5 GHz Band** If your router is dual-band, connect your devices to 5 GHz for faster speeds. Just remember, it won't go as far as 2.4 GHz. 7. Install Wi-Fi Extender or Wi-Fi Mesh system. A just large home or complicated design? A mesh Wi-Fi system (such as Eero or Google Nest) provides a unified Wi-Fi network across your home, without dead zones. **8. Reboot Regularly** Your router simply may be in need of a sleep-in. Make sure you unplug it for 30 seconds and plug it back in. This surprisingly corrects weird problems often. **9. Secure Your Network** Neighbours may be leaching your Wi-Fi even if it can be used without a password. Create a strong password, using WPA3 or WPA2 encryption. **10. Upgrade Your Router** If yours is more than 5 years old, it's probably time. New routers with Wi-Fi 6 (or 6E) can support many more devices and still have WAY faster speeds. Follow some of these steps, and see those spinning circles vanish! Happy streaming!

**Introduction** With the worldwide call to combat climate change, the switch from the dependence on fossil fuels to that of renewable energy sources has speed up. Although a large part of the scholarly work so far has concentrated on international climate frameworks or megacities with their financial means and centralized administration, recently this has shifted to a greater emphasis on sub national actors. In particular, medium-sized cities (usually those with 100,000 to 500,000 residents) have become critical locations for local energy transformative processes. While not as large as metropolises on their own, mid-sized cities can make up a large share of the global urban population and contribute a considerable amount of municipal carbon emissions. Therefore, understanding the dynamics of a renewable energy adoption process in these locations is key to reaching decarbonisation goals on the national and global levels. This literature review compiles recent research on renewable energies and their implementation in medium-sized cities into three main thematic areas and summarizes the discourse. It first looks at the particular social-technical and financial challenges that these municipalities are dealing with. Mid-sized cities, for example, are often faced with recurring challenges around a shortage of public funds, absent city technical capacity or limited access to green bond markets. Second, the review delves into municipal utility ownership, localized zoning, community solar and other governance structures and policy instruments that either enable or hamper local energy transitions. The relative agility of mid-sized bureaucracies is sometimes seen as a special area of opportunity for innovative implementation of policies that can be quicker than it is in larger, stiffer metropolitan government. Last but not least, this review deals with the close intersection of social equity and citizen engagement, examining and analysing to what extent the new energy infrastructures' costs will be borne disproportionately by low income groups and how mid-sized cities deal with this "just transition". This review examines these thematic areas in a critical manner, and reveals a number of areas where the literature is limited. Of particular concern is the geographic imbalance (ignoring the small local literature on exemplary green cities in western Europe and North America) and the lack of studies on mid-sized cities in the Global South. Further, the literature contains no general (quantitative) models to compare the effectiveness of the various types of policy regimes in different geopolitical settings. In conclusion, this review strives to integrate current understandings and thus supports a guide for future, empirical studies on successful renewables pathways in the context of mid-sized cities.

Wapper City Attorney Carla R. Amero called on Mayor Ian D. Deniselli to investigate regulating the Internet as a public utility. In today's 21st-century, Internet access has become a utility service like gas, water and electricity, and should be treated as such. Think about how pervasive the internet is in today's society. People apply for jobs online, kids do their homework with online platforms, doctors prescribe medicine online, and there's more with government services online than ever. Access to a reliable internet becomes a barrier to the economic, educational and civic involvement of individuals. Now made more visible by the COVID-19 pandemic, this yet-to-be-resolved reality has resulted in millions of students falling behind academically due to lack of connectivity, a situation often referred to as the "homework gap. The internet is a public utility now, which will help remove the existing inequalities. Rural communities and low income urban neighborhoods are today being constrained with limited choice, slow speeds and high cost. A private provider, for a profit motive, may be sharing and neglecting areas that are considered unprofitable. The universal service requirements that would go with being a public utility would ensure digital opportunity is irrespective of geography and income. Those who criticize utility regulation say it dampens innovation and investment. But electricity and telephone services – which were once in the same category – have continued to progress according to regulatory frameworks. Progress can be achieved without jeopardizing reasonable oversight standards – these just ensure that services are available and accessible. In addition, consumer protections to increase innovative services, preventing price gouging, arbitrary disconnection, and discrimination would be afforded under a public utility designation. It also would uphold the principle of net neutrality, so that providers couldn't roll out tiered access systems that would limit or de-prioritize smaller voices online. In the end, though, a service which is essential to self-determination and societal inclusion cannot just be sensible, but is also a question of justice.

[Your Name] Your Phone Number | Your Email Address | Your LinkedIn/Portfolio Link | [Date] [Name of the Hiring Manager/Committee] [Company Name] [Company Address] Sub: Application for Mid-Career Data Scientist Job. To whom it may concern, This is to inform you that I am interested in the job offered by you which is Data Scientist. As a seasoned professional with more than five years' experience in machine learning, statistical modeling, and predictive analytics, I've successfully translated data into strategic action for businesses. I'm excited to join your cutting edge team with my technical skills and love of data driven decision making. Today, as a Data Scientist at [Current Company] I am responsible for leading end to end data initiatives that have a direct effect on the bottom line. The most successful project that incorporated seamlessly into our CRM was designing and deploying a customer churn prediction model using gradient-boosted trees (XGBoost). This effort resulted in a 14% decrease in customer attrition, and an estimated $1.2M savings for the company every year. In addition, I developed automated ETL pipelines using SQL and Apache Spark which decreased the latency of the data available for analysis by a whopping 40% which enabled our product teams to see real-time dashboard analytics. My technical tools include Python, R, and SQL, with a strong background in developing supervised and unsupervised ML models, NLP, and data visualization applications using Tableau and PowerBI. What however, distinguishes me as a mid-career professional is my skill to combine both technical execution and business strategy. Strong experience in translating complex algorithmic reports to high-level messaging and content. Being part of multiple cross-functional engagements with product, marketing and engineering easily and getting our data models to be very closely related to overall company goals. A specific project/company value or product - e.g. using AI to level up financial services, is what attracts me to [Company Name] particularly. I'm interested in [specific aspect] because I agree with you that data science should engage in making things better for users. What is exciting me is the opportunity to be a part of your expanding data team and bring your predictive modeling to new heights. Thank you for your time and consideration. Thrilled about the chance to delve into my technical expertise and strategic vision for [Company Name]. Sincerely, [Your Name]

Create a more relaxed morning routine with time to take one step at a time. The way you spend your morning sets the tone for your day. However, when you are sprinting around with alarm after alarm, things you forgot to do and decision fatigue, calm can be elusive—before you've even poured your cup of coffee. Introducing Morningspace, the easy-to-use SaaS application to design, customize and follow a less hectic morning schedule, without the added pressure of taking care of yourself around the clock. Morningspace can assist you in taking a few minutes to plan the perfect start to your morning. Pick from a variety of guided, everyday routine templates, create your very own habits, schedule reasonable time blocks and get gentle reminders to keep keeping you moving without stress. Morningspace can support you in making more room for waking earlier, decreasing screen time, getting up to journal, stretching before work, and just overall getting out of the house with less frenetic energy. No complicated dashboards. No overpowering productivity systems exist. Simply a calm and streamlined way to start your day. Stressed by airport delays and packed workdays?Want to get the day off to a less stressful start? Morningspace will allow you to: - Design effective morning routines for yourself that work Make soothing reminders for every step of your routine: - track your consistency without guilty or streak-shaming you - Make use of clever hints and ideas that will help you to optimize your routine over the years. - Keep your routine synced across devices - always at your fingertips! Morningspace is designed for busy professionals, parents, students, and all those who desire ease before your day gets out of hand. By eliminating rise and fall chaos, you will know what comes next without waking up there. You don't need to take an extreme approach to make for a calm morning. It's just some simple things said slowly. Have some fun in the morning! With the help of this solution, make your 1st routine today and see that it is not difficult to start the day established, centered and under control. Get your free trial and prepare to enjoy a more Zenful morning with Morningspace!

Erstwhile so was this morning coffee.An erstwhile so was this morning coffee that's worth savoring. Explore a different part of the coffee world, right to your doorstep each month. Our small-batch, single-origin subscription is your gateway to the best coffee available from people who grew it in the fields of Ethiopia, Colombia, Guatemala, Kenya and more: every region of provenance has a unique tale, just like its premium beans. Micro-batches are roasted days before we reach out to shipping and are delivered at their freshest. In contrast to conventional mass-produced coffees, single-origin coffees reveal and highlight the true essence of the terroir, for example the bright citrus from Yirgacheffe, the rich chocolate from Huila, or floral complexity from Nyeri. Each delivery comes with a 12 ounce bag of whole bean coffee, tasting reports from the head roaster, bouillon instructions unique to each origin and a farm report on the country your coffees come from. Select your roast preference, delivery frequency and type of grind then leave the rest to us. Subscription changes the way you brew, whether you prefer pour over coffee, espresso or just want your coffee to be better during the morning, it's a journey. No contracts, no commitments – pause/cancel anytime. From $18/month inclusive of FREE delivery. Come and experientially appreciate the quality of traceable and ethically sourced coffee roasted by experts. The next favourite cup is ours!

The 4-day work week is a better route to productivity. The four day work week has been a constant for more than 100 years. But there's now growing evidence that this isn't the efficient and effective model recommended for the 21st century. The 4-day work week isn't just an employee incentive for burned-out employees, it's a better productivity approach that could help employees, companies and economies overall. The best evidence for four-day weeks is the data. A pioneering pilot programme conducted by the UK in 2022 showed that a shorter week, without a cut in pay, was not detrimental to productivity for 61 businesses and almost 3,000 workers. The results were the talk of the town: 92% of the companies that participated in the programme decided to keep it; revenue stayed the same or rose, and employee burnout or overload decreased strongly. The Icelandic experiences on a large scale, which took place from 2015 to 2019, have come to the same conclusion: productivity has neither risen nor fallen in the overwhelming majority of workplaces. These are not just "experiments", but solid real-world trials—with successes proving that less time can equal the same or more output. This counterintuitive result is in touch with reality since people tend to work like this in real life. Numerous studies have found that on average, office workers are only productive for about three hours of the eight hours spent in the office. The rest of the time is spent on unnecessary meetings, on-screen distractions and the wearing down factor. A compressed schedule demands that organizations complete operations efficiently, cut out the repetitive tasks and focus on which is important. Ironclad limitations make a metric fly. The four day work week isn't just about productivity – it's about tackling the hidden costs that cripple businesses today. Consequences of burnout, absenteeism and employee turnover cost companies billions of dollars per year. Creative, collaborative and loyal – rested employees are not only more focused, they are more creative, collaborative and loyal. An additional day of rest lets employees catch up on chores, relaxation and private appointments that would otherwise fall within the work day. Employers, in turn, get an advantage when attracting and keeping employees, many of whom are younger, who are more pushed into considering work-life balance. There are those who say that it's not feasible for all industries, and they're right, it's a model that definitely needs to be adapted to shift-based industries. However, the fact that there may be edge cases doesn't mean that something that's been successful for millions of knowledge and service workers isn't a viable approach. Oppositions against the four-day week reveal much of the "cultural lag" rather than the economic situation. However, it is now time to shift productivity away from hours worked and towards the results that are achieved. That’s because the four-day work week provides a tried and tested, evidence-backed roadmap to more by working less.

Generally, any task that involves manipulating and analyzing information can be defined as knowledge work.Knowledge work is generally defined as any task that involves the manipulation and analysis of information. Generative AI is rapidly revolutionizing knowledge work in a wide range of industries, even though this innovative application of AI technologies has fuelled excitement regarding productivity improvements, there have been concerns about job loss, the importance of skills, and perhaps more significantly, the dynamics of work.While there has been enthusiasm about the possible boost in productivity from generative AI, there has also been anxiety, especially about job security, skill acquisition, and, most importantly, the nature of work, as new research illustrates. In a new study, researchers at the Massachusetts Institute of Technology and Stanford University discovered that employees equipped with generative AI tools were able to accomplish tasks 14% more quickly, with some less experienced employees using the technologies experiencing up to a 35% speed increase. The results align with prior work by McKinsey & Company, which suggests that generative AI has the potential to contribute between $2.6 trillion and $4.4 trillion each year to the economy, much of this value attributable to automating work in marketing, software engineering, customer support and research. “What we're seeing is different from other automation periods in the past,” said Dr. Lena Martinez, a Georgetown University labor economist. Generative AI is also about to take over cognitive duties, such as drafting reports, analyzing data, and even writing code, that were traditionally perceived as being uniquely human. MSCs are speeding up the adoption. Microsoft, Google, and Salesforce have made AI assistants a part of their workday tools, and consulting companies such as Deloitte and PwC have spent billions on their own AI technology. According to the Gartner survey, 72% of large enterprises in 2024 are utilizing generative AI in some part of their business to build solutions, which is an increase from 33% in 2023. But the payoffs aren't without the costs in the form of disruptions. 44% of workers' skills are expected to be disrupted by 2027, with white-collar workers being subject to unprecedented levels of pressure, according to the World Economic Forum. Junior analysts, paralegals, content writers and entry-level programmers say that AI is eating into jobs that have previously helped them build expertise. “There is a decent worry regarding the career ladder,” mentioned Seattle software developer Marcus Chen. New professionals should develop foundational skills, but if AI takes over that boring work juniors learn from, then what is there to learn? There are also problems with accuracy that companies are dealing with. Generative AI models' problems persist, such as the creation of plausible-sounding yet factually wrong information – also known as “hallucination” – which has led to painstaking efforts for organizations to oversee these tools actively. One of the reasons is that over the past few months, law firms, especially, have been embarrassed publicly when attorneys filed AI-generated briefs stuffed with invented case citations. Governments are hurriedly reacting. New transparency requirements are introduced in the European Union with the implementation of the AI Act this year and are under discussion in the United States. Yet, with all that uncertainty, most experts agree that the technology will remain until further notice. One of the biggest challenges, they tell me, is making its benefits available to everyone and making sure that people who are making the transition are not disadvantaged in any way.

Experience the versatility of coffee with our Small-Batch Single-Origin Coffee Subscription. Every delivery includes a coffee we have carefully sourced from a single farm, coffee group or micro-lot roasted by us in small lots to showcase the distinctive nature of its place of birth. Whether it's a hint of Frisco orange or a generous dose of specifically chocolaty sweetness from Guatemala, each bag gives an account of location, craft and time. We work with well known producers who take pride in producing quality coffee and only roast what is necessary in order to deliver fresh aromatic and nuanced coffee. Pick from whole bean or ground and then choose the desired delivery frequency to subscribe to a bean arrangement that works with your lifestyle. No matter if you are a pour-over, French press, espresso, or drip drinker you will enjoy coffees selected for clarity, balance and memorable flavor. Tasting notes and shipping origin information are included with every shipment, along with brewing suggestions to make sure you get the most out of each cup. It is as simple as enjoying amazing coffees without having to guess, and a delicious alternative to supporting thoughtfully sourced and roasted coffee. This coffee club is designed for the world's most adventurous and passionate coffee drinkers—or newcomers who want to try something new—enjoying the world's most unique coffee blended, roasted and shipped directly to your home. Soak up a single awesome cup at a time.

Make your morning and your day yours. What did you do this morning? If you're like us, it started with a weird buzzer sounding, a frantic search through your e-mail and a dash to brew up that cup of coffee and a hurrying off the door – behind the time, stressed out. It doesn’t have to be this way. Say goodbye to chaotic mornings and hello to intentional days with **Rise & Align** which is your mindful morning planner. We aren't fans of the negative 5am mentality either. We believe in Your Rhythm. Rise & Align is an individual customizable SaaS application that allows one to build, track and maintain a 'good-feeling' morning ritual. ### How It Works * **Adapt it to You: Complete the short test to determine your own chronotype. We create a flow, that lasts 10 minutes or one hour, which is built according to science. Intelligent, Screen-Free Prompts: Our delicate audio signals and wise combinations keep you from “doomscrolling”. Lay a foundation for calm energy and gradually build towards action. Adaptive Scheduling lets life happen. Rise & Align ‘hopes’ you with easy workouts to keep you from feeling like a failure because of sleep in or a late start. ### The Power of a Calm Start If you control your morning, you control your focus, mood and energy! Studies of Rise & Align users have shown they experience a 40% drop in the amount of anxiety they feel each day and a monumental increase in productivity in the afternoon, just by altering how they used the first 30 minutes of the day. Don't rise to your defence. Move into a routine that calms you and helps give you energy, and get you ready for the rest of the day. Willing to discover your tranquility?So you're ready to discover the tranquility? Try for free for 14 days! No credit card required – cancel anytime.

Internet access should be legally declared and regulated as a public utility. Internet access no longer is a luxury in today's world, but has become a fundamental pillar of society along with other basic utilities like water and electricity and telephony. Without a good fast internet access, it is almost impossible to engage in modern life. Everything from online education portals to healthcare services available through telemedicine, to searching and applying for online jobs requires using a web-based interface. Restriction of Internet access is an indirect way of depriving a citizen of the use of the modern economy. If considered as a public utility the internet would solve two big problems in the market right now – unequal access and monopolistic pricing. However, private Internet Service Providers (ISPs) are currently more focused on high-income, high-density urban centers, create what is referred to as "digital deserts" for rural and marginalized communities. A public utility approach would allow the government to impose universal service, leaving no one behind in terms of geographic location or socio-economic status. Additionally, regulation would ensure that ISPs continued to offer net neutrality, so they could not slow down speeds, block content, or offer paid “fast lanes” for the big companies and slow lanes for the little guys, or consumers. We have the right to choose what to do with our appliances the same way as an electric company doesn't tell us how to use our electricity, ISPs should not be controlling what information we consume. We understand that Internet access is a basic right if it is provided as a public service. There's a need to rethink the approach to the web from a commercial product, to become a protectable public good.

Writing a book with pictures is a rewarding process, and having the pictures created by yourself is most rewarding of all. Have your vision of your book come to life step-by-step with this guide. ### 1. Revise the Manuscript and Storyboard A typical picture book will be 32 pages long. Prior to creating final illustrations, make a storyboard. Draw out your tale on these pages (S. title and copyright). This exercise helps you get your pacing in storytelling right and points you in the right direction with regards to placement of text. Don't write too much (no more than 800 words) and make your illustrations tell the story. ### 2. Create the Artwork When you complete your storyboard, you can do your final drawings. * **Leave room for text**: Leave room for text, such as a clear sky or simple wall where text can be easily read. Be sure to avoid the "gutter": Do not place important information on the center seam (gutter) of a page. * **Scan your artwork at high resolution (at least 300 DPI) and make sure they are saved as CMYK color (for Printing, not RGB for screens).** ### 3. Make the Choice to be Published You have two main options: Traditional Publishing: Do research into literary agents and how to find publishers without a literary agent. Author illustrators (or those who illustrate their own books) will need to submit a "dummy book," which is a finished book, including a storyboard and 2-3 finished full-color sample pages. Self Publishing: Total creative control. This means formatting the book and/or paying for a book designer. Many print on-demand (POD) companies such as Kindle Direct Publishing (KDP) and IngramSpark accept book file uploads and print the books only when you've got an order. ### 4. Create a formated disk for publication Download the specific trim-size templates from the same printer you are getting the book from if you want to self publish. Please allow "bleed" (trim edges—0.125" more than the trim size) or else you will have a trim edge showing white. Use easy to read fonts that a child can see, to type text! ### 5. Launch and Promote Print a proof copy to ensure that the color is correct and the layout is as you want it before you start the printing process. As soon as it is approved, obtain an ISBN (international book number) and publish. Market your book by appearing at library readings, participating in parent communities on social media and giving out copies of your book to bloggers for their reviews.

Studying comparative literature is something I've always been interested in because stories always have such a way of moving, and moving between languages and borders and forms and centuries. To me, literature has always seemed more like a great discussion, in which each writer embodies a unique character, responding to another character and to an inherited mythology, commenting on the political world and dreaming of a new form of humanity. Comparative literature is the discipline, the freedom and rigour, to get there from various angles. Perhaps what I'm most excited about is the discipline's openness. One question may be addressed by a Greek tragedy, a postcolonial novel, a modernist poem, a film or oral narrative. I would like to know how texts are influenced by their historical and cultural contexts and what makes certain things 'universal' in texts. Comparing literature would enable me to observe points of difference and similarity; how language can be understood to convey certain cultural messages, and how translation can expose just as it changes. My particular fascination focuses on the nature of translation, which I consider to go beyond simply meeting readers and texts halfway, toward creative and ethical practices. So reading in translation for me has created an awareness of the negotiated nature of meaning, both in language and in culture and also in the act of reading and translating. The question that I wish to investigate is what is gained or lost—or reinterpreted—in the process of a text migrating across languages. This interest has led me to look more closely at questions of voice and power – and whose stories are not told by literature, whose are marginalized, which are silenced and how literature can resist being silent. Comparative literature is an area that rings my inner ear since it calls for intellectual curiosity, sensitivity, and mindful reading of language. It inspires the reader to unlearn ingrained assumptions and to be humble in dealing with other cultures, but not simplistic. My goals are to become more proficient with analytical skills in reading texts and connecting them thoughtfully, to write clearly and imaginatively about texts. On the whole, I would like to specialize in comparative literature, as it mirrors my own way of thinking: connected, complicated, and narrativized. This subject allows me to envision myself being a better reader, better writing, and a more active communicator through other cultural and language perspectives.

This is an example cover letter for a mid-career data scientist role.An example of a cover letter for a mid-career Data Scientist position. Dear Hiring Manager, Thank you for bringing your position to my attention as I'm highly interested in the role of Senior Data Scientist at your company. With extensive experience in leveraging complex data to drive business decisions and success, spanning more than 7 years in the industry, I am thrilled about the opportunity to bring my expertise, skills, and passion to your Data Science team! I have focused my career on creating machine learning solutions with measurable business impact. At TechCorp Analytics, I was responsible for building a Customer Churn prediction model, achieving a 23% churn reduction across the business, with an estimated annual revenue savings of $4.2 million. I have also built an end-to-end recommendation engine that uses collaborative-filtering and deep-learning algorithms and generated 35% more engagement in users for our platform. I am proficient across the entire data science lifecycle. Highly proficient in Coding Languages: Python, R, SQL and have broad experience with Tensors Flow, PyTorch and scikit-learn for the development of models into production. I have worked with both AWS and GCP, implementing solutions using Docker, Kubernetes, and MLflow for reproducible and scalable workflows. I have a background in statistical modeling, natural language processing, time series forecasting and A/B testing methodology. In addition to the technical skills, I am proud of my capacity to establish a connection between data science and business tactics. I have delivered results to the C-suite executives, coached entry-level data scientists, worked in cross-collaborative teams with product, engineering, and marketing teams. I have also built a data science best practices framework in my previous company, where I have been able to deploy models 40% faster and boost productivity for 5 data science projects working simultaneously. I'm interested in your organization because you are passionate about using data science as a means of delivering creative solutions in your field. Your work on AI personalization and intelligent systems resonates with me, as I believe this is the future of AI setting the stage to move beyond hype and into genuine value. I am particularly keen to join your growing machine learning infrastructure and participate in the creation of data-driven decision making at scale. In addition, I have a Master's in Statistics from State University and have pursued ongoing education by earning certifications in deep learning and cloud architecture. I also volunteer with open-source data science tools and solving open problems, and publish my contributions regularly in technical blogs, as well as conference papers. If you'd like to talk about how my experience can meet your team's needs and my vision for your group, please get me a call! Thank you for some consideration of my application. Looking forward to speaking with you in the near future. Sincerely, [Your Name]

The implementation of a four day work week isn't just a workplace benefit, it works as a genuine productivity strategy that all workplaces should consider. Many organizations have believed for decades that simply working more will mean they get more done. But the workplace studies and real world experiences show the inverse: workers tend to be more productive when they are rested, focused and motivated. Businesses can enhance productivity, boost employee satisfaction, and also draw in even more top skill without sacrificing efficiency by decreasing employees' working week from five to 4 days. Firstly, having less hours in the work week leads workers to be more productive. The traditional office wastes a lot of time on unproductive meetings, distractions, and low-value activities. Regardless of this, staff will be more inclined to prioritize their tasks, streamline their communication and drastically cut down on the waste from four days of working than five. Companies that have experimented with four-day work weeks generally find that this change doesn't compromise productivity, and many find they get more time and quality from their employees who are more careful about their time.In general, those companies that have adopted the four-day week find their productivity does not suffer and that their employees more carefully consider how they invest their time in the workplace. This allows the four-day week to drive organizations to look at outcomes instead of desk-time. Secondly, the four day working week benefits employee wellbeing directly, having a positive effect on employee productivity. This syndrome, known as burnout, is a serious issue in numerous professions and burnt out workers are less creative, less accurate and prone to absenting themselves from the workplace. An additional vacation day provides employees with additional time to rest, spend with family, exercise and learn. Continuous time tracking boils down to time on task, and when employees resume after an extended weekend, they are likely to be more energetic and engaged. This results in greater focus, less errors and higher spirits. A company which effects to protect the well-being of its workers is the one that is taking care of the company's functionality. Some say that a four day working week could impact customer support or the capacity to meet deadlines. Such concerns are understandable but by no means insurmountable. Employers can have a staggered shift schedule, tech more, or reengineer work processes. The object isn't just to send 5 hectic days into 4 stressful days. Instead, it is about getting rid of all the redundancies and implementing a more efficient framework for work. With planning, many organizations can balance offering a level of service while also providing more flexibility in time for their employees. Lastly, a 4-day work week provides an opportunity for companies to recruit talent. If an employer is offering a shorter week, that could make them more desirable to certain skilled workers who appreciate a better work/life balance. It can also decrease turnover, which can save money on hiring and training. In conclusion, the four day work week is a viable productivity solution that boosts a person's concentration, minimizes burnout, and strengthens loyalty within the workplace. Businesses should measure work in terms of significant results, rather than hours.

Note: This booklet does not cover writing or self-publishing e-books.Instruction: This booklet does not address writing or self-publishing e-books. Your own picture book that you create and publish with illustrations is a gratifying endeavor linking storytelling to the visual art form. Now's the time to make your project come to life! ## 1. Know the steps to improve a story before it gets written down. Do not use a pencil until you have polished your manuscript. Picture books will usually have a word count from 200 to 800, and a total of 32 pages (front and back matter included). Read your story out loud, try and perform it on kids and edit till the wee hours of the night. Good picture books are as much about the pictures expanding the story as the only words telling it. ## 2. Create a Dummy Book A ‘dummy' is a mock-up of your book, giving a visual representation of your text and illustrations on spreads. Draw thumbnails of each page—make page turns create suspense and have natural pace. This action helps you to spot pacing problems before putting hours into final art. ## 3. Develop Your Illustrations Use a consistent style and medium (watercolor, digital, collage, mixed media). Finish 2-3 professional-looking dummy spreads. Look for character continuity, color palette and composition. The industry standard 300 DPI images trimmed + bleed. ## 4. Select the path you want to use to publish your document. Traditional Publishing: Publishers and research agents looking for picture book submissions. The upside for author-illustrators is that they are offering any publisher a "full package. Write your manuscript, dummy and send your sample pictures according to the guidelines regarding each submission. Self Publishing: Companies such as IngramSpark, Amazon KDP and Blurb provide print on-demand facilities. You'll be self-reliant and take more of the revenues, but you'll take on all development, promotion and distribution. ## 5. Prepare Production Files Understand what is traditionally required, whether it's traditionally published or self-published. Properly set up files using InDesign or other software – Bleed 0.125″, Color mode CMYK, and Embed fonts. Use professional editing and proofreading - mistakes cost money once factored into print. ## 6. Plan Your Launch Create an author website and social media before they are published. Engage bookstores, libraries, and schools to read. Give review copies to bloggers, and to publications such as Kirkus or School Library Journal. Be aware of the seasons—picture books are available in the spring or fall. ## 7. Market Continuously Picture books work because of word-of-mouth and their attractiveness. Post the way you have created your illustrations on Instagram, provide visits to school and prepare activity sheets for teachers. Demalizing to your readers is one way to maintain long term sales. It took patience and persistence to publish a self-illustrated picture book, but it's worth every revision seeing your complete artistic vision in young readers' hands.

Below is a 350 word personal statement, specific to a Comparative Literature program: Literature has never been separable for me. Being raised bilingual one soon learns that the same word means different things in different cultures when said in different languages. Translation is not only a linguistic but also a cultural negotiation process. That was my first realization and since then, I have had a fascination in how stories cross into other cultures and other languages and mediums and how they change in the process. This curiosity about these intersections becomes part of my desire to study Comparative Literature, as I want to study beyond just one national literary canon and contemplate the universal conversations of humanity. My research interests are in the field of postcolonial literature and translation studies. While reading Gabriel García Márquez's One Hundred Years of Solitude and Salman Rushdie's Midnight's Children, I got curious about how writers on the opposite hemiclung employed magical realism to take away history from the hands of the colonials. But, I had also to ask myself important questions concerning the texts, such as: How does the experience of translation change the political subtext of a novel? How are the voices of the marginalised heard in dominant global languages? Comparative Literature provides the rigorous, interdisciplinary context which I need in order to answer these questions. Their program would be a perfect fit for my programmatic needs. What interests me in your department is the focus on the study of cross-cultural dialogue and critical theory which will enable me to integrate my talents in French and Anglophone literatures. I want to know the ways in which literary forms are translated from one cultural world to another and am interested in meeting scholars and professors whose expertise is in translation and world literature. In a sense, literature is a roadmap to human empathy. In a rapidly splintering world with so many different points of view, there has never been a greater need to be able to read comparatively, to draw similarities from vastly different cultures, and to find commonality amid the disparate strings of thought. Comparative Literature will not only supply me with tools I need to analyze these global processes and narratives but will also help me to be part of the conversation with cross-cultural significance that is so vital in our modern world.

# Literature Review: Renewable Energy Adoption in Mid-Sized Cities In the twenty first-century, one of the biggest challenges concerns the transition towards renewable energy; driven by growing needs of climate change, energy security, and sustainable urban development. Although substantial scientific research has been conducted on renewable energy in megacities and rural areas, mid-sized cities (with population levels ranging from 100,000 to 500,000) play a crucial but under-researched role in the global energy transition. Together, these cities are responsible for a large share of global urban population and are key centres of energy use which also have energy transition pathways that are crucial to national and international climate goals. The literature is void of one or the other, as existing literature points to unique characteristics some mid-sized cities have to distinguish their renewable energy trajectory from the larger municipalities. Bulkeley and Betsill (2013) state that smaller urban centres have shown more administrative agility and community cohesion, which can help to speed up policy experimentation. However, other researchers, like Hoppe et al. (2015), refer to continuing restrictions on financial capacities, a lack of specific technical know-how and less availability for special renewable energy markets. This dichotomy – opportunity and constraint – has inspired a considerable research interest to investigate the conditions that enable mid-sized cities to make the leap to renewable energy systems. In recent years, attention has focused on how multi-level governance affects the adoption of renewables at the local level. The research of Kern and Rogge (2018) shows that the small to mid-sized cities often rely on a supportive national framework and regional collaboration to compensate for capacity shortcomings. At the same time, research on community energy initiatives (Seyfang et al., 2014) proposes that social capital and civic engagement can have greater disproportionate influence in smaller urban settings in which grassroots campaigns may be better positioned to impact the agenda of the local administration. In spite of such contributions, there are still certain gaps in literature. Many of the current investigations are based on case studies from other countries in Western Europe and North America, with questions into the applicability of the results in mid-sized cities in the Global South. Additionally, few comparative studies have been done in different geographic and economic contexts that could help to build a general picture of how and why adoption rates vary across different places. This review aims at consolidating the existing research on mid-sized cities' renewable energy adoption, while looking at technological, political, economic, and social aspects. It aims to reveal common themes, ongoing obstacles, and emerging good practice to tease out the unique opportunities for mid-sized cities to engage in the global energy transition and to identify fruitful avenues for future research.

10 Things You Can Do to Improve the Wi-Fi in your Home There's nothing more frustrating that waiting to stream your favorite show and having the loading screen wheel of doom spin. Everyone has been some time or other. Before you begin rage-tweeting your internet service provider for lack of decent Wi-Fi signal, check out these 10 simple tips and you'll start to feel like you've got your life back—complete with high-speed internet service! ### 1. Use Your Router To Its Full Potential! Hide the router in a closet or behind the couch and you are in essence, "strangling" your WiFi signal. Place in an open area of the house near the center. Consider it a centerpiece... okay maybe it is not that beautiful, but imperative! ### 2. Elevate It The Wi-Fi radiation focuses on going down and out. You're broadcasting internet to your floorboards if you have your router on the floor. Place on a shelf or table to aid signal diffusion. ### 3. Dodge the Obstacles Even metal appliances and even big mirrors can turn into Wi-Fi kryptonite. Avoid having the router near these interferers, and for sure do not have it in the kitchen. ### 4. Direct the Antennas Don't just point the antennas straight up in case they can be adjusted. Place one vertical, one horizontal. When the internal antennas on the devices are in line with the router's antennas, the devices will get the best signal. ### 5. Defend and conquer the Bandits Neighbours using your site will slow down your internet speed. Log into your wireless router and change your Wi-Fi password to something strong, and kick those slackers off your Wi-Fi! ### 6. Switch to 5GHz Roughly the majority of modern routers are two-band, with 2.4GHz as well as 5GHz channels. 2.4 GHz does not have the range 5 GHz has but 5 GHz is quite a bit faster and less congested. Change the frequency of the computer console or smart TV to 5GHz (Frequencies) for a better game session. ### 7. Dodge Microwave Interference Fun Fact: Baby monitors, microwaves and Bluetooth devices are often in the same frequency as your WIFI. Change the router's position if connection problems keep occurring each time you make popcorn. ### 8. Update Your Firmware Your router, like your cell phone, requires upgrades to fix any bugs and tune things up. Check your router for firmware updates by logging in to its administrative page. It only takes five minutes and can miraculously work wonders. ### 9. Wireless Wi-Fi Extender: Obtain 1. If you reside in a bigger house or perhaps in a crazy old home with thick walls afterwards a standard extender could possibly be needed to get the signal into the crabby areas like the garage or backyard. ### 10. Go Mesh For one thing, if none of this works and you've got a rather large area to cover, it's time to step up to a mesh WiFi network. Where normal routers typically aim to manage everything themselves, Wi-Fi mesh systems include several of these 'nodes' covering your home for seamless connectivity. Happy streaming!

10 ways to boost Home Wi‑Fi coverage. There is little worse than your video call freezing as you're trying to make an important point, or your movie buffering at the best part of the action. The good news? Spotty Wi‑Fi doesn't always require a brand new Internet plan. In some instances, a few minor changes can make all the difference. Below, 10 quick things you can do to enhance the Wi‑Fi reception in your own home. ## 1. Change the location of your router. Your router will function optimally if it can evenly beam signals around your house. If it exists in a corner, closet or rear of the television then chances are you're clearly limiting its range. Consider using a central, open area. ## 2. Keep it up high The signals from the Wi‑Fi radio can spread in a radial direction and a vertical downward direction, and placing the router on a shelf or cabinet can help. Don't put on the floor behind furniture. ## 3. Avoid interference Even some Bluetooth devices, cordless phones, baby monitors and microwaves can interfere with your Wi‑Fi signal. Avoid having big metal items and electronics near your home router as much as possible. ## 4. Turn off and on your router occasionally. Although it's something simple, it's effective. A quick reset of your router can solve transient issues and make it more functional. Attempt to remove the power cable from it for like 30 seconds then put it back in again. ## 5. Firmware the range extender or router. Router manufacturers release updates that can enhance speed, security and reliability. Read the manual or log-in page of your router to determine if an update is available. ## 6. Make sure to use the appropriate frequency band. Most routers would support a 2.4GHz option, and a 5GHz option. The 2.4GHz band has a greater range but operates at a lower speed, and the 5GHz band is faster, but with a smaller range. For use use 5Ghz for the rooms close to the router and 2.4Ghz for the rooms far from the router. ## 7. Switch to a different Wi‑Fi channel In an apartment, or when living amongst people in close proximity to each other, other networks might be fighting for your space. Change channels of your router to a more open and tune-free channel to decrease disturbance. ## 8. Install a Wi‑Fi Extender. If there are any areas that don't seem to get Wi‑Fi coverage, you can use a Wi‑Fi extender. Not too near or too distant from your router compared to the weak signal area for best results. ## 9. Investigate a mesh Wi‑Fi system Mesh Wi‑Fi can be a giant leap in long-term, complex configurations or for larger households. It's equipped with multiple nodes that can be distributed throughout your home for robust and steady coverage. ## 10. Replace old equipment If your router is older, it might not work the best with newer devices and speeds. You can improve your Wi‑Fi with a modern router, which can help you wirelessly transfer files faster, more reliably, and at a stronger signal. A little trial and error is usually all it takes to conquer weak Wi‑Fi connections. Firstly install router where it belongs, and if there is other interference it is necessary to upgrade, otherwise not.

Experience the most exclusive coffee available and delivered to your door. Meet your new coffee connoisseur on a curated journey with our Small-Batch Single-Origin Coffee Subscription. Each month, we purchase exceptional grade 100% Arabica coffee produced by family-owned micro-lots all over the world – from high elevation volcanic coffee-growing plants in Ethiopia to the valley lands of Colombia. We source in micro-batches so we just roast what we need. Each origin we roast, whether a zesty floral honey-processed Gesha or a rich chocolatey natural-process bean, is coaxed to reveal its tasting notes-reflecting the specific terroir in which it's cultivated. Produced in small batches, roasted-to-order and shipped within 24 hours, these coffees are delivered at their best flavor and aroma. Subscription programs cut out the middlemen blends and deliver pure, unblended and highly nuanced coffees. Plus, the subscription itself ensures that you're promoting good business with ethical direct-trade methods that provide farmers with above fair-trade wages. You can specify your grind, set up your delivery schedule and get ready to take your morning game to the next level. Sign up today and enjoy a turnkey collection of haute cuisine tastes. Let the adventure to amazing coffee begin!

Generative AI transforms the Knowledge Work Landscape, Dilemmas arise on Productivity and Jobs. As businesses in all sectors turn to tools that can create text, images, software code and summaries in seconds, generative artificial intelligence is revolutionizing the way that knowledge workers write, research, code, analyse data and make decisions. With the inception of the sophisticated chatbots and AI assistants for the public, companies have swiftly adapted to the technology's presence in their daily operations. AI can be used by law firms to summarize case law and contracts. Marketing department is creating ads, emails & social media posts using AI-generated content. AI coding assistants have become a staple in software development, offering suggestions for functions and identifying errors and accelerating routine tasks. Consultants, analysts and researchers are using the tools to structure information and create a first draft report. Its technology has the potential to greatly enhance productivity by freeing up time from repetitive tasks and assisting employees to go from concept to action more quickly, supporters state. A worker who in the past used to need to write a memo, make a presentation or find the documents in hours can now do a first draft in the matter of a couple of minutes. Generative AI can offer small companies access to features like design, translation or analysis of data which had also necessities bigger teams or external vendors. Researchers of office technology predict that generative AI has turned into a general-purpose technology for the office. The best part of its influence could be in altering the way professionals take care of information, and not necessarily removing an entire jobclass at a stroke. This transition is also putting new pressures on staff and workers. Many workers are becoming familiar with writing fruitful prompts, verifying AI-generated content for correctness, and incorporating AI tools into their current workflows. Procedures are being created, as well as policies, on when it's okay to use a public AI system, how to keep sensitive information safeguarded, and who holds responsibility if the information created using AI has inaccuracies. Concerns remain substantial. The content generated by a generative AI system may be incorrect or misleading, at times with high levels of confidence. They may also manifest bias in training data, introduce copyright issues, or reveal confidential business info, if used incorrectly. Other sectors like medicine, law or finance remain areas where experts state on the human side is needed. The technology is also causing an argument about jobs. Some executives believe that AI will decrease the necessity for some administrative, writing, customer service, and introductory-level analytic projects. Some however believe that the technology will transform employment, rather than just lead to a loss of jobs, and that new roles will be created that involve more stress on strategy, judgment and people skills. The impact is likely to be different across different occupations and organizations, according to economists. Using AI well could lead to productivity gains for workers, and more routine-based occupations could see increased disruption. Many companies now approach data screening carefully and proactively, with pilot programs and employee training while measuring the data. With the advancement of generative AI, the impact on knowledge workers is likely to grow, and the ability to think critically and be digitally literate will become even greater in importance in the modern workplace.

The Four Day work Week: A Spark for Modern Productivity. The five-day, 40-hour work week’s been the benchmark of the professional world for more than 100 years. This model, created during the Industrial Revolution to ward off exploitation of workers in factories, is woefully outmoded for the knowledge and technology economy. With burnout, quiet quitters and disengagement rife across many organizations, the four-day work week is no longer just a lazy, unworkable compromise but a groundbreaking – and powerful – approach to improving organizational productivity. The main thing that is wrong with the five-day week is Parkinson's Law – work expands to fill all the allotted time. For example, many people spend countless hours in unproductive meetings, on social media, or just going over paperwork in a standard forty-hour work week. With a 32-hour work week, there's no option but for employees and managers to streamline processes. Meetings are shorter and more relevant, low value/low return work is eliminated and workers focus on high value and return work. Companies create a culture of efficiency by adding a healthy time constraint and proactively focus on quality gained from the time in seat. Moreover, Four Day Week tackles the mental wellness crisis affecting the working population today. Chronic stress and burnout are well known scourges of productivity, resulting in cognitive fatigue, absenteeism, and exorbitant employee turnover. Having a three-day weekend gives workers ample opportunity to relax, hone hobbies and engage in family and household chores. Thus, the employees come back on Monday invigorated, motivated, and sharp. In fact, the massive experiments around the world, including by the non-profit organization 4 Day Week Global, all show that a shorter workday does not lead to less work produced. Rather, businesses report no change or significant gains in revenue, plus a dramatic drop in sick calls. One of the arguments against having a reduced schedule is that the resulting compression causes compressed work and increased daily stress. Though, this point of view fails to appreciate the massive difference which the morale makes in the performance of the employees. Welder and well rested employees are more efficient and productive, and commit fewer errors. Furthermore, a four-day work week is an attractor for highly-skilled staff in a competitive job market. This can help companies attract and keep the best talent who will continue to work at their top performance for an extended period. In the end the five day work week is from an old age. Productivity is not about minutes on the clock on a timesheet, it's about value generated. The 4 day work week is a ‘win-win’ solution, which can bring about increased human potential because of working less and less time can mean more.

Guidance for writing a personal statement for Comparative Literature. When I read the first translation of One Hundred Years of Solitude, and then successively fought my way through everything in Spanish, I realized that there was something lost—and then, and then again, something else had been gained. Macondo wasn't the same in the English language as it was in Spanish. This finding imposed itself on me, then fascinated me. It placed me on the road which leads me to comparative literature. What interests me in the field is that it does not do any of those things that make literature a possession of the nation. Stories migrate. A Persian ghazel finds its way into a German Romantic poem; a Japanese novel gets reborn in the imagination of a Colombian writer; a Greek tragedy remanifies into a present-day Nigerian play. Comparative literature provides me with the methodology to trace these currents across borders, languages and centuries and to explore not only what texts say, but also how they speak to each other. For the job, I have found myself prepared by my undergraduate studies in literature and languages. Baudelaire in company with Eliot gave me a sense not of a series of discrete movements but of a transnational conversation: Eliot was very much aligned with his multinationally cosmopolitan contemporaries and seemed to read Baudelaire with that radical transnationality in mind. During the seminar, I learned to harness my skill of reading Achebe and Rushdie not only as resistance to empire, but as agents repositioning the European novel from "within. I believe from these experiences that none of the most important literary questions: of identity, of memory, of power, of form can be answered within a single tradition. My special interests lie in the concerns of translation and untranslatability. What does happen when a metaphor transcends linguistic boundaries? What makes translators into "co-authors"? These are some of the questions I want to answer in my research into twentieth century fiction, with a focus on Latin American and Francophone African texts, and advance my reading proficiency in further languages. But more than academic curiosity, comparative literature is a way of perceiving the world: one that maintains that it is never a closed space, but is always one of interaction between cultures. Reading across traditions, as it were, is especially difficult and valuable to do in an age of nationalisms and short attention spans when it seems intellectually salutary and ethically imperative to do the careful, patient work necessary to see across traditions. I want to help do that as a student, as a scholar and finally as a teacher who helps others listen to the voices of the world's literatures speaking to one another.

Internet access is a utility of society and should be treated as such due to its importance in today's society. Just as access to electricity, water and transportation, the internet no longer is a luxury to be used exclusively for entertainment. They need it to get employment, join school, access government services, perform financial transactions, view appointments and talk to other people. People who lack internet access due to a lack of affordability or no access at all are excluded from opportunities they need to be able to participate fully in society. Giving internet access to everyone as a public utility would help drop inequality. Many rural and low-income areas lack access to affordable, high-speed broadband services or don’t have broadband access at all. Private enterprises are reluctant to set up networks where profits are low. Public utility regulations might mandate higher levels of universal service, lower prices, and minimum reliability and speed requirements. This would facilitate the fundamental equality of access to knowledge and education of a student residing in a remote village and one in a rich city. Others say that regulation might squelch innovation or dampen private investment. But this does not imply that the public utility must be owned by the government, nor that competition should be extinguished. It can as simply be that the internet service providers in effect are supposed to abide by rules that are in the public's interest. Simple surveillance can make it possible to curb unfair pricing, monopolistic practices and discriminatory services as well as enable companies to make advances in technology and competition. Access to the Internet is the key to education, jobs, health care and civic engagement in the digital era. It is so vital that it needs to be regarded as a public utility.

Writing and illustrating one's own picture book is a fulfilling venture, but includes a dose of storytelling, drawing, design and advertising. Welcome to a step-by-step approach to get your book off the ground. Have a solid concept first. Picture books tend to be less than 1000 words and heavily dependent on the relationship between print and artwork. Choose an audience – toddlers, pre-school readers, or early elementary readers. Then write a simple, engaging story, with a clear beginning, middle, and end. Read it out loud regularly to check the rhythm and pacing of the problem text and to ensure the text is understood clearly. Then make a storyboard or dummy book. Typical picture book is 32 pages in all, including covers for the copyright page, the end matter page, and the title page. Plan the direction of each spread – how will the illustrations help the story to develop; where will text be placed. This step will help you avoid repeating yourself and make each flip of the page interesting. When your dummy is doing well, create the final drawings. Select a uniform style, colour theme and character design. Regardless of how you're creating images, be sure they're high resolution. Illustrations will typically require a resolution of 300 dpi at the trimmings (actual print size). Create bleed, if artwork runs to the edge of the page (usually 0.125” around sides). Once the art is finished, design the inside of the book. Use software like Adobe InDesign or Affinity Publisher, Canva, or other software. Closely monitor typography. Text needs to be clear, easy to read and positioned well; should not be hidden by images. Write a cover that conveys the book's message; that will make it look good as a thumbnail online! Always edit before publishing. Short books require professional finishing touches, too. If you have the means to do so, consider getting the services of a children's book editor, proofreader, or book designer. Share the book with interested parents, teachers, librarians, or kids in your target age when distributing to get interesting feedback. Next, select how to publish. Amazon KDP, IngramSpark and other book printers are popular print-on-demand services for self-publishing. KDP is easy to use; it even integrates into Amazon, and for bookstores and libraries, there is IngramSpark. Check the various trims, what it will cost to print your colors, what royalties that will take and how the distribution is going to happen before you make your decision. Send your print-ready files to the printer, ask for a print proof and carefully read the sample. Inspect colours, margins, page order, text placement, and binding. Tidy up and edit prior to approval for printing. Last but not least, strategise your launch. Business cards, Twitter account, Instagram account, pictures of process shared on social media, reach out to bookstores/libraries, ask for book reviews, consider book launch/school visit/storytime appearances. Needle visibility on a beautiful picture book – consider marketing as part of the publishing process.

Dear Hiring Manager, This is to confirm my interest in your Data Scientist - mid-career opportunity. Having worked for a few years in the domain of statistical modeling, machine learning and data-driven decision making for real-world complex business problems, I am looking forward to utilize my skills for a team who appreciates technicality as well as real-world impact. As part of my work, I have worked on end to end Data Science projects, data collection, feature engineering, model building, deployment and performance monitoring. Constructed predictive models to enhance customer segmentation, predict demand, identify odd occurrences, and streamline workflows. These projects have demanded excellent technical proficiency with Python, SQL, and machine learning libraries as well as strong collaboration with product managers, engineers, analysts, and business stakeholders to ensure solutions meet the organisation's objectives. My greatest asset is to take tenuous business queries and break them down into structured analytical strategies. I am happy handling imperfect and large amounts of data, uncovering interesting trends, and using this to inform decisions in a strategic manner. Recently, I created a machine learning model that was able to increase the prediction accuracy by 18% over the previous baseline model, and also guided stakeholders to prioritise high value opportunities. In addition to model construction, I also worked on interpretability, documentation and adoption with a strong emphasis on the non-technical teams being able to trust and use the solution. I have a well-balanced skill set, when it comes to Data Visualization, machine learning, experimentation and statistics. Including supervised learning, unsupervised learning, A/B testing, time series analysis, natural language processing and model evaluations. I am also well-versed in cloud based data environments, and production style workflows, such as version control, reproducible analysis, and integration with engineering teams for scalable solutions. I'm looking to be either a team player as well as a mentor for younger people on your team as a mid-career professional. My favorite aspect of my job is sharing best practice, discussing analytical approaches and assisting teams in creating impactful, reliable and ethical data products. I'm really interested in companies that work with data science to enhance decisions, products and customer experiences – not just to build models. It will be great to talk with you about how my applied ML, analytics, cross-functional work experience can help you meet your goals. We appreciate you for your time and consideration. I hope I have an opportunity to speak with you. Sincerely, [Your Name]

The transition to renewable energy is at the heart of cities' efforts to achieve GHGs emissions reductions, enhance energy security and drive sustainable economic development. The study of urban energy transition, on a global scale, is mostly directed towards big cities and national level solutions, however, mid-size cities are being increasingly identified as renewable energy innovation hot-spots. Mid-size cities typically have populations of 100,000 to one million, and tend to have energy needs with significant meaning, and more flexible governance than large metros. They therefore offer an important context for the consideration of the implementation of renewables policies, technologies and social practices at a local scale. The various existing studies indicate a multifaceted influence of both technological and institutional, economic and social aspects on the uptake of renewables in cities. Research on Urban Sustainability Transition highlights the importance of city leaders in establishing climate goals, implementing renewable energy procurement initiatives, despite administrative inertia around permitting procedures and in managing public facilities, including rollouts of solar panels in public buildings and electric vehicle charging infrastructure. Local government in mid-sized cities can be a uniquely important stakeholder due to its proximity to residents and commercial buildings – allowing it to develop partnerships – and size, enabling the government to plan for energy, transportation, housing and land-use systems. Also the local economic situation and the resources available are indicated in the literature. While some cities may have more potential for solar, wind, biomass, or geothermal energy, certain cities, despite not having the resources to do so, may end up using a renewable technology more successfully. Implementation factors include financial incentives, utility regulations, grid capacity, access to capital, and skilled workforce. It has been identified that the barriers of finance and institutions can be addressed through community energy models, public–private partnerships, and municipal aggregation programs. But there are a number of limitations facing many midsize cities, from limited staff capacity to reliance on regional utilities and a spectrum of policy powers to the competition for municipal resources. Often there is also a theme of social acceptance and equity. Renewable energy projects can gain public support if they are accompanied by job creation, reduced energy costs, and associated benefits to the environment. Meanwhile, researchers warn that energy shifts can perpetuate disparities if low-income households, renters and marginalized groups are unable to afford renewable technologies or are subjected to disproportionate infrastructure burdens. Thus, greater attention is called for in recent studies to procedural justice, inclusive planning and community ownership. The overall literature suggests a unique role of medium-sized cities in the process of renewable energy transition. Nor are they passive recipients of national policy nor are they just little versions of cities. More in-depth studies are required to determine how their governance ability and partnership at the local level and their socio-economic status contribute to renewable energy adoption outcomes.

The Algorithmic Colleague: How Generative AI is Redefining Knowledge work norms The landscape of knowledge work is changing faster than it ever has in the past – from the advent of the personal computer to the present, that traditional landscape has been disrupted – and perhaps the most dramatically in Silicon Valley. Generative Artificial Intelligence (AI) is now a staple in workplaces around the globe, dramatically transforming the way white-collar workers compose, code, analyze and decide. Shut out by the automation wave that swept through manufacturing, the high-skilled “knowledge workers” – from lawyers to financial analysts, programmers to marketers – are now the focus of a wave of new technology. Powered by Large Language Models (LLMs), these tools can write detailed software code, understand complex legal briefs, and provide detailed market reports in seconds. A recent study from the McKinsey Global Institute suggests that generative AI has the potential to automate activities today that currently take up 60 to 70 percent of the time of an employee. But industry figures note this is not a mass unemployment problem, but one of job evolution. Dr. Aris Thorne is one of the top labor economists in the country stating that generative AI is not coming to take the job of the knowledge worker, it is coming to take the job of the knowledge worker who is not using AI. “A time of information gathering is fast-changing to a time of synthesis and critical curation.” In practice, this change is impacting the day-to-day workflows. For example, software engineers claim that with the help of AI assistants, such as ‘GitHub Copilot’, they are able to generate basic code but are then able to focus on the system’s architecture and security. Marketing: AI can produce multiple copies of adverts within seconds so copywriters can switch their duties from creation to editing and aligning with strategy. However, this swift incorporation poses considerable problems. Data privacy, IP theft, and the tendency of AI to spout off inaccurate information or "hallucinate" have all emerged as corporate concerns. In addition, increasing concerns regarding the "entry-level gap". As AI starts to take over mundane work that used to be assigned to junior hires, how will the next generation of skilled experts obtain their basic experience to lead? Universities as well as companies are scrambling to pivot in order to adapt. In addition to traditional credentials, resumes are increasingly characterized by a new addition: “prompt engineering” and AI literacy. In sum, generative AI is a double-edged sword for the knowledge economy. In addition to offering potential record increases in productivity and reductions in time spent in administrative drudgery, it requires harboring record improvements in the retraining of the world’s workforce at an equally record pace. It's the time of the human-machine partnership, not of the single mind at work!

Without the Madness" is available as the book # Mornings. A nice breeze of an OS for mornings. You snoog, snooz, snooze. Have browsed your inbox before you're even out of bed. Skipped breakfast. Arrived at desk late. Sound familiar? Daybreak is a SaaS tool that allows you to design, automate, and protect an effective morning routine that also feels good to you, so you can swap chaos for clarity on a daily basis. --- Make it a point to work out in the morning.Wake up with a self-regulated morning. Daybreak takes you through the process of creating your own custom day plan depending on your energy, goals and lifestyle. There is no set time for cold plunges: 5 am. It's just small habits that will help you to have a calmer morning, informed by science. - Drag and drop the perfect morning routine in less than 5 minutes with **Smart Routine Builder. Gentle Wake Flow — Switch to gentle light, sound and breathing cues. Focus Shield — Silences notifications when doing a routine. With Habit Streaks (without the guilt), monitor achievements with positive and supportive prompts – guilt is never an option. --- Specially developed by sleep experts. Loved by humans. Each of Daybreak's settings are based on behavioral psychology and the science of the circadian rhythms. We have partnered with neuroscientists, therapists, and mindfulness teachers to create an empowering space that honors your nervous system, as well as your productivity. > “Before Daybreak, I used to wake up anxious, but now I wake up curious. My relationship with mornings has changed. > — Priya M., Daybreak member since 2024 --- By day fourteen, how will you feel?How will you feel after 14 days? ✓ Less morning anxiety ✓ 10 per cent more energy by 10 AM Definitive sense of purpose prior to midday | ✓ Silence is confidence in starting the day on your time. --- Start a free 14-day trial today.Enjoy a 14-day free trial today. No credit card. No 5 AM commitments. It's simply a more peaceful method of starting out. **[Create My Morning →]** --- Sync Apple Health, Google Fit, Oura and calendar of choice! This app is available on iOS, Android and the Web.