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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  Metaverse Investing for...

  John Nakamoto

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  Do you know that you can make money through the Metaverse? 
    
  If you didn’t know, the answer is absolutely yes! 
    
  Metaverse is the wave of the future! Some leaders predict that it will be a game-changer in crypto and even revolutionize the Internet. Facebook (including some of the world's largest corporations) has so much faith in the Metaverse that they've changed their corporate name to "Meta"! "Facebook already spends a huge amount a year on the metaverse." WOW! That's what you call conviction! 
    
  Bitcoin? NFTs? Market crashes? How did we get here, and where are we going? This is the most complete and practical guide to discover the secrets of the newest virtual business and learn how to invest without making mistakes. 
    
  This audiobook will teach you everything you need to know to invest in this new era of innovation. Follow the proven paths laid out in these lines, and you will be on the road to financial freedom. 
    
  What are you waiting for? Scroll to the top of the page and click the “buy now” button to start learning about this world!

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  Teaching Primary Programming...

  Phil Bagge

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  Scratch teaching and learning made easy thanks to up-to-date, classroom-tested methodologies. Draws on the expertise of Code-IT and HIAS.

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  ChatGPT For Beginners Over Fifty...

  Anonimo

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  Discover how artificial intelligence can become your daily companion—without the overwhelm. ChatGPT for Beginners Over Fifty is a step-by-step guide designed especially for those who want to explore the power of AI with confidence, creativity, and ease. 
  Written in a warm, conversational style, this audiobook transforms learning into a cozy café experience. Each section serves up practical tips, prompts, and real-world examples in bite-sized “courses”—from quick productivity boosters to money-making side hustles, creative sparks, and fun family activities. With clear explanations, no jargon, and a dash of humor, you’ll feel supported as you learn how to use ChatGPT to simplify your day, spark new ideas, and even make technology work for you in surprising ways. 
  Whether you’re brand new to AI or simply curious, this guide will help you: 
  Reduce downtime and boost productivity. 
  Explore fresh ways to connect with family and friends. 
  Discover practical side hustles and creative projects. 
  Learn at your own pace with a friendly barista-style voice guiding you through each “menu.” 
  This audiobook is part of the Digital Daisies & Curious Bytes series by Margaret Fields—created to empower bold minds over fifty with technology that feels approachable, practical, and even a little bit fun. 
  Pull up a chair, pour yourself a cup of something comforting, and let’s explore the world of ChatGPT together.

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  Deep Learning Bitcoin Price...

  Bryan DeHart

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  This podcast explores the use of deep learning to predict Bitcoin price direction. Several deep learning models, including CNN-LSTM, LSTNet, and TCN, are compared to an ARIMA model as a benchmark. Feature selection methods are employed to optimize model performance. The results show that the combination of Boruta feature selection with the CNN-LSTM model outperforms others, achieving an accuracy of 82.44% and generating extraordinary annual returns in simulated investment strategies. The study highlights the potential of predictive models in Bitcoin trading, while acknowledging limitations and suggesting areas for future research.

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  Master Your Patience : A...

  Dr. Pedro Costa

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  Preface by the Monk Coen. ”In this book, Pedro Costa makes an important analysis - an anamnesis of altered states of consciousness, and gives us guidelines, recipes, suggestions so that we can perceive our moods and develop the ability to deal with them. We will need patience a lot - in order to have physical, mental and social health. 
  We can identify the enemies of patience. Not only we can, but we should. Let us define them as the main causes of our daily unrest. First, the people. Second, time. Third, the situations. The fourth can be understood as the union of the first three: chaos, or ”people with no time in difficult situations”. Normally, when we lose patience completely we fall into this last stage of impatience. It`s this combination of factors that disturbs our peace. In this book, we describe a method so you always remember the ”good allies” of patience. A way to improve your life. It`s the ”4S” rule, a shortcut to memorizing it. Thus, the four allies of patience are: Silence, Sight, Smile and Sure. Easy, right? We`ll go into detail about this method and each of the four allies as well as the enemies of a complete change to a better life. We must also observe that the more we focus on the present, the more likely we are to find the allies of patience. The authors P. COSTA and G. COSTA bring a two-fold vision from different areas. First a broad approach of patience by medical science, linked to mindfulness, and on the other hand an approach by anthropology, closely related to the totality of the human being, including all of its dimensions.

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