/books

:books: Books worth reading

Booklist

Machine Learning

Topic Title
Machine Learning [Getting Started with TensorFlow](src/Machine Learning/Getting-Started-with-TensorFlow.pdf)
Machine Learning [Building Machine Learning Systems with Python](src/Machine Learning/Building-Machine-Learning-Systems-with-Python.pdf)
Machine Learning [Mastering Machine Learning with scikitlearn](src/Machine Learning/Mastering-Machine-Learning-with-scikitlearn.pdf)
Machine Learning [Python Machine Learning](src/Machine Learning/Python-Machine-Learning.pdf)
Machine Learning [Advanced Machine Learning with Python](src/Machine Learning/Advanced-Machine-Learning-with-Python.pdf)

Misc

Topic Title
Misc The Little Schemer 4th 2
Misc The Design of Everyday Things Revised and Expanded Edition
Misc Mastering Linux Shell Scripting
Misc Norman Lewis Word Power Made Easy Fully Revised Expanded New Paperback Edition
Misc 英译**现代散文选 张培基
Misc On Writing Well
Misc A Little Java A Few Patterns

Database

Topic Title
Database fntdb07 architecture

Data Mining

Topic Title
Data Mining [Data Mining Concepts and Techniques 3rd Edition](src/Data Mining/Data-Mining-Concepts-and-Techniques-3rd-Edition.pdf)
Data Mining [Learning Data Mining with Python](src/Data Mining/Learning-Data-Mining-with-Python.pdf)

Python

Topic Title
Python Mastering Python
Python Python 3 Text Processing with NLTK 3 Cookbook
Python Learning Python
Python Learning pandas
Python Mastering Python Design Patterns
Python Modular Programming with Python
Python Python Data Visualization Cookbook
Python Python Data Visualization Cookbook Second Edition
Python Automate it Recipes to upskill your business
Python Python 3 Objectoriented Programming Second Edition
Python Learning Robotics Using Python

Theory

Topic Title
Theory Reinforcement Learning Draft
Theory Probability Theory The Logic of Science
Theory Introduction to Probability
Theory Convex Optimization
Theory Machine Learning A Probabilistic Perspective
Theory Numerical Optimization
Theory Mathematics Computer Science
Theory Fundation of Computer Science
Theory Doing Bayesian Data Analysis
Theory An Introduction to Statistical Learning
Theory Ensemble Methods Foundations and Algorithms
Theory Elements of Information Theory
Theory [Bayesian Reasoning and Machine Learning cd70](src/Theory/Bayesian Reasoning and Machine Learning-cd70.pdf)
Theory Probability Theory 概率论沉思录
Theory Python for Probability Statistics and Machine Learning
Theory Introduction to Linear Algebra 4th Edition
Theory Introduction to Probability Grinstead and Snell
Theory The Elements of Statistical Learning

R

Topic Title
R Building a Recommendation System with R
R R Graph Essentials

Game Theory

Topic Title
Game Theory [Game Theory A Multi Leveled Approach](src/Game Theory/Game-Theory-A-Multi-Leveled-Approach.pdf)

C

Topic Title
C C程序设计语言 第2版
C Modern C

Spark

Topic Title
Spark Learning Spark Lightning Fast Data Analysis
Spark Apache Spark 2.x Cookbook
Spark Spark GraphX in Action
Spark [Advanced Analytics with Spark](src/Spark/Advanced-Analytics-with Spark.pdf)
Spark Apache Spark Graph Processing
Spark Learning PySpark
Spark Machine Learning with Spark
Spark Apache Spark for Data Science Cookbook
Spark Master Apache Spark
Spark [Machine Learning with Spark Second Edition](src/Spark/Machine Learning-with-Spark-Second-Edition.pdf)
Spark High Performance Spark