Altri libri che potrebbero interessarti

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  Machine Learning System Design...

  James Ferry

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  Designing and building machine learning (ML) systems can seem daunting for beginners, but understanding the foundational steps and principles can simplify the process. At its core, ML system design involves a series of well-defined steps that guide the transformation of raw data into valuable insights through predictive models. Here’s a beginner’s guide to understanding and implementing these steps effectively. 
  The first step in designing an ML system is problem definition. Clearly defining the problem you aim to solve is crucial. This involves understanding the business context, identifying the goals, and determining the type of problem—whether it is classification, regression, clustering, or another ML task. A well-defined problem ensures that the subsequent steps are aligned with the desired outcomes. 
  Once the problem is defined, the next step is data collection and preprocessing. Data is the backbone of any ML system, and its quality significantly impacts the performance of the models. Collect data from various sources and ensure it is relevant to the problem. Data preprocessing involves cleaning the data to handle missing values, removing duplicates, and normalizing the data. It also includes feature engineering, which involves selecting, modifying, or creating new features that enhance the predictive power of the model. 
  Finally, the deployment and monitoring phase ensures that the ML model is operational and continues to perform well over time. Deploy the model to a production environment where it can make real-time predictions or be used in batch processing. Implement monitoring systems to track the model’s performance and detect any drift in data distribution that might require retraining the model. Regularly update the model with new data to maintain its accuracy and relevance. 
   

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  Cloud Uncovered: AWS Managed...

  Sam Kusi

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  AWS Managed Services (AMS) helps organisations operate and manage their AWS environments by providing ongoing operational support and management. 
  In this concise edition of Cloud Uncovered, Sam Kusi explains what AWS Managed Services is, how it helps reduce the operational burden of managing cloud infrastructure, and where it can support organisations running workloads on AWS. 
  Designed for beginners and aspiring cloud professionals, this short audio explainer makes AWS Managed Services clear and accessible. 
  Cloud Uncovered — where cloud computing meets clarity.

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  All Through the Night: Why Our...

  Dani Robertson

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  Best New Books on Space 2024 – Forbes 
  ‘Rarely is a non-fiction book about science this engaging’ – Forbes 
  Why darkness is so important – to plants, to animals, and to ourselves – and why we must protect it all costs. 
  Darkness is the first thing we know in our human existence. Safe and warm inside the bubble of the womb, we are comfortable in that embracing dark. But as soon as we are bought into the light, we learn to fear the dark. Why? 
  This book is a celebration of all things that go bump in the night and the joy that can be found when the sun goes down. As a society we have closed our curtains to the darkness, now Dani Robertson urges you to cast those curtains wide, step out of your front door and let the darkness pull you in. 
  Some 99 per cent of Western Europeans live under light polluted skies, but what is this doing to our health? Our wellbeing? Our connection to the cycles of nature? 
  Our wildlife, too, has been cast into the harsh glare of our light addiction, with devastating impacts. 
  In this book Dani shares with you the excitement and adventure she has found when everyone else is tucked up in bed. She explores constellations and cultures, enjoys environmental escapades, all whilst learning why we are addicted to light and why it is ruining our lives. She’ll show you why the darkness is so important and why we must protect it all costs. You’ll become a crusader of Darkness and an expert on what we can do to stop the onward march of light pollution (clue: it’s as easy as the flick of a switch). 
  Her life depends on darkness, and yours does too. 
  Dani Robertson's All Through The Night is a non-fiction exploration of the importance of darkness in our ecosystems. It's a journey through the wilderness of the night sky, touching on topics of astronomy, ecology, and conservation. This bestseller is a call to action for the protection of our habitats from light pollution. 
  For fans of John Lewis-Stempel (England), Katherine May (Enchantment), Robin Wall Kimmerer (Gathering Moss), Matt Haig (The Comfort Book), and Derek Gow (Birds, Beasts and Bedlam). 
  HarperCollins 2023

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  Gut Microbiome for Beginners -...

  The Research Room

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  You know there are trillions of bacteria living in your gut, and you have a vague sense they matter. But every explanation either turns into a diet lecture or drowns you in Latin names, and you still could not say what those microbes actually do all day.
  
  Press play and your gut becomes a great river-harbour city. Your mouth is the customs gate, your stomach an acid quarantine dock, your small intestine a roaring trading floor, and your colon a fermenting warehouse district where roughly a hundred trillion residents work, bargain and occasionally riot. Chapter by chapter you follow a meal through the city, meet the microbial families who run it, listen in on the gut-brain phone line, and watch what a course of antibiotics does to the streets. Every chapter ends on a genuine wow, and where science does not yet know, you hear that too.
  
  By the last chapter, your own digestion feels like a place you have visited. Press play and walk through the gates.

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  Simple Path to Amazon Wealth

  Grant Bosman

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  Simple Path to Amazon Wealth: Master the Art of Online Sales and Build Your Amazon EmpireBuilding a successful Amazon business is not easy, and it will require hard work, dedication, and persistence. However, with the right mindset and approach, it can be one of the most rewarding and profitable endeavors you ever undertake.In this audiobook, you will get a step-by-step on how to achieve massive wealth through Amazon. We'll dive into the specifics of building a successful Amazon business, including researching profitable products, optimizing your listings, building your brand, and scaling your business for long-term success.This audiobook will cover the following topics:- Why Amazon is the Best ECommerce Platform for Building Wealth- Researching and Identifying Profitable Products to Sell on Amazon- Creating an Effective Amazon Business Plan- Setting Up Your Amazon Seller Account and Listing Products- Optimizing Product Listings for Increased Sales and Profits- Building a Strong Brand Presence on Amazon- Utilizing Amazon's Advertising Tools to Drive Traffic and Sales- Managing Inventory and Fulfillment for Your Amazon Business- Developing a Winning Pricing Strategy on Amazon- And many more!If you want to learn more, scroll up and click”add to cart” now!

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  Advanced Data Analytics with AWS...

  Joseph Conley

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  Master the Fundamentals of Data Analytics at Scale
  Book Description
  Embark on a transformative journey into the realm of data analytics with AWS with this practical and incisive handbook.
  Begin your exploration with an insightful introduction to the fundamentals of data analytics, setting the stage for your AWS adventure. The book then covers collecting data efficiently and effectively on AWS, laying the groundwork for insightful analysis. It will dive deep into processing data, uncovering invaluable techniques to harness the full potential of your datasets.
  The book will equip you with advanced data analysis skills, unlocking the ability to discern complex patterns and insights. It covers additional use cases for data analysis on AWS, from predictive modeling to sentiment analysis, expanding your analytical horizons.
  The final section of the book will utilize the power of data virtualization and interaction, revolutionizing the way you engage with and derive value from your data. Gain valuable insights into emerging trends and technologies shaping the future of data analytics, and conclude your journey with actionable next steps, empowering you to continue your data analytics odyssey with confidence.
  Table of Contents
  1. Introduction to Data Analytics and AWS
  2. Getting Started with AWS
  3. Collecting Data with AWS
  4. Processing Data on AWS
  5. Descriptive Analytics on AWS
  6. Advanced Data Analysis on AWS
  7. Additional Use Cases for Data Analysis
  8. Data Visualization and Interaction on AWS
  9. The Future of Data Analytics
  10. Conclusion and Next Steps     
  Index

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