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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
A practical, project-driven introduction to machine learning and deep learning with Python
2022
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📚 Books
Books for serious developers & analysts
Hand-picked guides on Python, Django, data analytics, Power BI and DAX — with reviews, sample chapters, and downloadable companion files.
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Python (16)
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165 books
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Deep Work: Rules for Focused Success in a Distracted World Paperback by Cal Newport
Rules for Focused Success in a Distracted World
by Cal Newport
2022
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Mastering Microsoft Power BI
A practical guide to Power BI data modeling, DAX, and enterprise-grade report design
by Brett Powell, Greg Deckler, Leon Gordon
2022
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Fundamentals of Data Engineering
A practical guide to the complete data engineering lifecycle, from ingestion to serving
by Joe Reis, Matt Housley
2022
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Designing Machine Learning Systems
An Iterative Process for Production-Ready Machine Learning Applications
by Chip Huyen
2022
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Data Analysis with Python and PySpark
A hands-on guide to scalable data analytics using Python and PySpark
2022
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Introduction to Algorithms, fourth edition
The definitive reference on algorithms and data structures for students and practicing engineers
by Charles E. Leiserson, Clifford Stein, Ronald L. Rivest, Thomas H. Cormen
2022
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Fluent Python
Clear, Concise, and Effective Programming with Python's Most Powerful Features
2022
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The Freelance Way
A practical handbook for building and sustaining a freelance career from scratch
by Robert Vlach
2022
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Probabilistic Machine Learning
A rigorous foundation in Bayesian reasoning, probabilistic models, and modern machine learning methods
2022
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Practical SQL, 2nd Edition
A Beginner's Guide to Storytelling with Data Using PostgreSQL
2022
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