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Hands-On Machine Learning with Scikit-Learn and TensorFlow

Hands-On Machine Learning with Scikit-Learn and TensorFlow

by Aurelien Geron

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks - scikit-learn and TensorFlo...

Price:  $19.50  |  Publisher:  O'Reilly Media  |  Release:  2017

Network Security Through Data Analysis, 2nd Edition

Network Security Through Data Analysis, 2nd Edition

by Michael Collins

Traditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You'll understand how your network is used, and what actions are necessary to harden an...

Price:  $30.58  |  Publisher:  O'Reilly Media  |  Release:  2017

Advanced Analytics with Spark, 2nd Edition

Advanced Analytics with Spark, 2nd Edition

by Sandy Ryza, Uri Laserson, Josh Wills, Sean Owen

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other best pract...

Price:  $29.85  |  Publisher:  O'Reilly Media  |  Release:  2017

Exploring the Data Jungle

FREE EBOOK - Exploring the Data Jungle

by Brian Godsey

Some people like to believe that all data is ready to be used immediately. Not so! Data in the wild is hard to track and harder to understand, and the first job of data scientists to identify and prepare data so it can be used. To find your way through the data jungle successfully, you need the right perspective and guidance. (There's no point hacking at overgrowth with a spoon after all!) Identify and...

Publisher:  Manning  |  Release:  2017

A Common-Sense Guide to Data Structures and Algorithms

A Common-Sense Guide to Data Structures and Algorithms

by Jay Wengrow

Algorithms and data structures are much more than abstract concepts. Mastering them enables you to write code that runs faster and more efficiently, which is particularly important for today's web and mobile apps. This book takes a practical approach to data structures and algorithms, with techniques and real-world scenarios that you can use in your daily production code. Graphics and examples make the...

Price:  $14.80  |  Publisher:  The Pragmatic Programmers  |  Release:  2017

Learn to Program with Python

Learn to Program with Python

by Irv Kalb

Get started in the world of software development: go from zero knowledge of programming to comfortably writing small to medium-sized programs in Python. Programming can be intimidating (especially when most books on software require you to know and use obscure command line instructions) but it doesn't have to be that way!In Learn to Program with Python, author Irv Kalb uses his in-person teaching exper...

Price:  $23.16  |  Publisher:  Apress  |  Release:  2016

Foundations for Analytics with Python

Foundations for Analytics with Python

by Clinton Brownley

If you're like many of Excel's 750 million users, you want to do more with your data - like repeating similar analyses over hundreds of files, or combining data in many files for analysis at one time. This practical guide shows ambitious non-programmers how to automate and scale the processing and analysis of data in different formats - by using Python.After author Clinton Brownley takes you throu...

Price:  $35.99  |  Publisher:  O'Reilly Media  |  Release:  2016

Python for Everybody

FREE EBOOK - Python for Everybody

by Dr. Charles Severance

Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to solve data problems that are beyond the capability of a spreadsheet. Python is an easy to use and easy to learn programming language that is freely available on Macintosh, Windows, or Linux computers. So once you l...

Price:  $9.99  |  Publisher:  Self-publishing  |  Release:  2016

Python Projects for Kids

Python Projects for Kids

by Jessica Ingrassellino

Kids are always the most fast-paced and enthusiastic learners, and are naturally willing to build stuff that looks like magic at the end (when it works!). Programming can be one such magic. Being able to write a program that works helps them feel they've really achieved something. Kids today are very tech-savvy and cannot wait to enter the fast-paced digital world.Because Python is one of the most popu...

Price:  $34.60  |  Publisher:  Packt Publishing  |  Release:  2016

Mastering Python

FREE EBOOK - Mastering Python

by Rick van Hattem

Python is a dynamic programming language. It is known for its high readability and hence it is often the first language learned by new programmers. Python being multi-paradigm, it can be used to achieve the same thing in different ways and it is compatible across different platforms. Even if you find writing Python code easy, writing code that is efficient, easy to maintain, and reuse is not so straightforw...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2016

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