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Summary This free and openly licensed online textbook provides a hands-on introduction to fundamental data mining techniques for programmers. Spanning 8 chapters, it comprehensively yet approachably covers topics such as recommendation systems, filtering, classification, naive Bayes modeling, and clustering algorithms. Readers learn both conceptual underpinnings and practical implementation through interactive coding exercises in Python demonstrating […]
This openly accessible work proposes refocusing competition policy priorities towards innovation promotion over price effects, particularly for high-technology industries. Through analyses of frameworks such as Arrow’s replacement effect and views of iterative technological advancement, the book evaluates how network impacts and cumulative innovation influence these sectors.