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Do not read a PDF passively. Use a PDF reader that supports highlighting and sticky notes (e.g., Zotero, Foxit, or even OneNote).
"Pattern Recognition and Machine Learning" — Christopher Bishop (selected chapters as PDFs)
Apache design docs / whitepapers (MapReduce, Spark, Kafka)
: A technical textbook designed to prepare students for rigorous machine learning and data mining, focusing on principal component analysis (PCA) and gradient descent. Foundations of Data Science with Python (John M. Shea)
Do not read a PDF passively. Use a PDF reader that supports highlighting and sticky notes (e.g., Zotero, Foxit, or even OneNote).
"Pattern Recognition and Machine Learning" — Christopher Bishop (selected chapters as PDFs)
Apache design docs / whitepapers (MapReduce, Spark, Kafka)
: A technical textbook designed to prepare students for rigorous machine learning and data mining, focusing on principal component analysis (PCA) and gradient descent. Foundations of Data Science with Python (John M. Shea)
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