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

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Programming

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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

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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
2402197	Book	http://k2s.cc/file/be2866f793650/B00W4DT...		3.54	stirkout

Tags: Data Principles Python Science Scratch

Title	Link	Password	Size	Reason

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

Category: Programming

Description: Click to see full description

Category:
Programming