Businessclaud Books Data Science from Scratch: First Principles with Python

• Get a crash course in Python
• Learn the basics of linear algebra, statistics, and probability―and how and when they’re used in data science
• Collect, explore, clean, munge, and manipulate data
• Dive into the fundamentals of machine learning
• Implement models such as k-nearest neighbors, Naïve Bayes, linear and logistic regression, decision trees, neural networks, and clustering
• Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
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1 Book