Category:    Programming     Data Science from Scratch: First Principles with Python. free ebook download

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Author(s): Joel Grus Date: 2017 Format: AZW3 Language: English ISBN/ASIN: B00W4DTP2A Pages: 1 OCR: Quality: ISBN13: Uploader: stirkout Upload Date: 1/27/2019 9:38:29 AM     To download click on link in the Links Table below                                                                        Description: Click to see full description Data science libraries, frameworks, modules, and toolkits are great for doing data science, but theyre also a good way to dive into the discipline without actually understanding data science. In this book, youll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Todays messy glut of data holds answers to questions no ones even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probabilityand understand 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, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases Links Table     Title Link Password Size (MB) Thank to Inform Admin Del 2402197 Book http://k2s.cc/file/be2866f793650/B00W4DT...   3.54 stirkout X Title Link Password Size Reason Dead link New format   Those who downloaded this book also downloaded the following books: Comments New comment:

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