Data Science From Scratch: First Principles With Python, 2e: Greyscale Indian Edition

Description

Buy Data Science From Scratch: First Principles With Python, 2e: Greyscale Indian Edition Used Books Online India, Authored by joel grus in paperback binding from Used Book Store.

Data Science from Scratch: To truly understand data science, you need to grasp the underlying principles as well as the tools. This updated second edition demonstrates how tools and algorithms function by building them from the ground up. Assuming a foundation in mathematics and programming, author Joel Grus guides you through the core math and statistics of data science, and the practical skills needed to begin a career in the field. This edition includes new material on deep learning, statistics, and natural language processing, showing you how to extract valuable insights from complex data. You will:
Learn Python fundamentals
Understand linear algebra, statistics, and probability and their application to data science
Collect, explore, clean, and manipulate data
Explore machine learning fundamentals and implement models including k-nearest neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering
Investigate recommender systems, natural language processing, network analysis, MapReduce, and databases.

About the Author

Joel Grus is a research engineer at the Allen Institute for Artificial Intelligence. Previously he worked as a software engineer at Google and a data scientist at several startups. He lives in Seattle, where he regularly attends data science happy hours. He blogs infrequently at joelgrus.com and tweets all day long at @joelgrus.

9789352138326 ISBN
Computer Science
Computing, Internet & Digital Media