Machine Learning for Absolute Beginners: A Plain English Introduction (Third Edition) - Oliver Theobald

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• Brand: Oliver Theobald
• Categoria: Education
• Magazin: libris.ro
• Ultima actualizare: 22-04-2026 00:26:07

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n Featured by Tableau as the first of 7 Books About Machine Learning for Beginners. n Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add \'Machine Learning\' to your LinkedIn profile? n Well, hold on there... n Before you embark on your journey, there are some high-level theory and statistical principles to weave through first. But rather than spend $30-$50 USD on a thick textbook, you may want to read this book first. As a clear and concise alternative, this book provides a high-level introduction to machine learning, free downloadable code exercises, and video demonstrations. n Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy to follow along at home. n New Updated Edition This new edition features extended chapters with quizzes, free supplementary online video tutorials for coding models in Python, and downloadable resources not included in the Second Edition. n Disclaimer: If you have passed the \'beginner\' stage in your study of machine learning and are ready to tackle coding and deep learning, you would be well served with a long-format textbook. If, however, you are yet to reach that Lion King moment - as a fully grown Simba looking over the Pride Lands of Africa - then this is the book to gently hoist you up and give a clear lay of the land. n In This Step-By-Step Guide You Will Learn: - How to download free datasets - What tools and machine learning libraries you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - k-Means Clustering to find new relationships nFeatured by Tableau as the first of 7 Books About Machine Learning for Beginners. n Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add \'Machine Learning\' to your LinkedIn profile? n Well, hold on there... n Before you embark on your journey, there are some high-level theory and statistical principles to weave through first. But rather than spend $30-$50 USD on a thick textbook, you may want to read this book first. As a clear and concise alternative, this book provides a high-level introduction to machi