Data Science Skills Resource Center: Guides and Training

Books, eBooks, and Video Courses to Improve Your Data Science Skills

Machine Learning & AI | Analytics | Hadoop & Spark | Programming (R & Python) | Analytics with Excel | Visualization

No matter your role or job description, almost everyone these days is expected to have some skills in data science including data collection, data analysis, building AI algorithms, programming with R, and more. We have learning resources for every level of experience covering machine learning and AI, data analytics, Python programming, visualization, and more.

Extra value: Take advantage of free ground shipping on all U.S. orders. Most eBooks are available as DRM-free EPUB and PDF—together for one price so you can learn on your desktop or preferred device!

Machine Learning & AI

The AI Revolution in Medicine: ChatGPT-4 and Beyond
The AI Revolution in Medicine: ChatGPT-4 and Beyond
Learning Deep Learning
Learning Deep Learning
Machine Learning with Python for Everyone
Machine Learning with Python for Everyone
Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications
Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications
Foundations of Deep Reinforcement Learning
Foundations of Deep Reinforcement Learning
Deep Learning Illustrated
Deep Learning Illustrated
Machine Learning with Python for Everyone Part 1: Learning Foundations
Machine Learning with Python for Everyone, Part 1: Learning Foundations
Machine Learning with Python for Everyone Part 2: Measuring Models
Machine Learning with Python for Everyone, Part 2: Measuring Models
Machine Learning with Python for Everyone Part 3: Fundamental Toolbox
Machine Learning with Python for Everyone, Part 3: Fundamental Toolbox
The Essential Machine Learning Foundations: Math, Probability, Statistics, and Computer Science (Video Collection)
The Essential Machine Learning Foundations: Math, Probability, Statistics, and Computer Science (Video Collection)
Deep Learning with Tensorflow LiveLessons
Deep Learning with Tensorflow, Keras and PyTorch, 2nd Edition
Deep Learning for Natural Language Processing
Deep Learning for Natural Language Processing, 2nd Edition
Machine Vision, GANs, and Deep Reinforcement Learning
Machine Vision, GANs, and Deep Reinforcement Learning, 2nd Edition
Natural Language Processing
Natural Language Processing
Data Structures, Algorithms, and Machine Learning Optimizations
Data Structures, Algorithms, and Machine Learning Optimization
Programming Foundations of Classification and Regression
Programming Foundations of Classification and Regression
Calculus for Machine Learning LiveLessons
Calculus for Machine Learning
Probability and Statistics for Machine Learning LiveLessons
Probability and Statistics for Machine Learning
 
Introducing Machine Learning
Introducing Machine Learning
 
Programming ML.NET
Programming ML.NET

Analytics

Data Analytics and Machine Learning Fundamentals LiveLessons
Data Analytics and Machine Learning Fundamentals
Programming with Data: Python and Pandas
Programming with Data: Python and Pandas
Data Science Fundamentals: Learning Basic Concepts, Data Wrangling, and Databases with Python
Data Science Fundamentals: Learning Basic Concepts, Data Wrangling, and Databases with Python
Using Jupyter Notebooks for Data Science Analysis in Python
Using Jupyter Notebooks for Data Science Analysis in Python
Pandas for Everyone
Pandas for Everyone
Pandas Data Analysis with Python Fundamentals
Pandas Data Analysis with Python Fundamentals
Pandas Data Cleaning and Modeling with Python
Pandas Data Cleaning and Modeling with Python

Hadoop & Spark

Data Analytics with Spark Using Python
Data Analytics with Spark Using Python
Practical Data Science with Hadoop and Spark
Practical Data Science with Hadoop and Spark
Expert Hadoop Administration: Managing, Tuning, and Securing Spark, YARN, and HDFS
Expert Hadoop Administration: Managing, Tuning, and Securing Spark, YARN, and HDFS

Programming (R & Python)

Data Structures & Algorithms in Python
Data Structures & Algorithms in Python
Programming Skills for Data Science: Start Writing Code to Wrangle, Analyze, and Visualize Data with R
Programming Skills for Data Science: Start Writing Code to Wrangle, Analyze, and Visualize Data with R
R for Everyone: Advanced Analytics and Graphics, 2nd Edition
R for Everyone: Advanced Analytics and Graphics, 2nd Edition
Sams Teach Yourself R in 24 Hours
Sams Teach Yourself R in 24 Hours
Foundational Python for Data Science
Foundational Python for Data Science
Learn Enough Python to Be Dangerous LiveLessons
Learn Enough Python to Be Dangerous LiveLessons
Shiny R LiveLessons
Shiny R
Video: $199.99 $249.99
Spark, Ray, and Python for Scalable Data Science
Spark, Ray, and Python for Scalable Data Science
Video: $239.99 $299.99

Analytics with Excel

Business Analysis with Microsoft Excel, 5th Edition
Business Analysis with Microsoft Excel, 5th Edition
Microsoft Excel Data Analysis and Business Modeling, 5th Edition
Microsoft Excel Data Analysis and Business Modeling, 6th Edition
Analyzing Data with Power BI and Power Pivot for Excel
Analyzing Data with Power BI and Power Pivot for Excel

Visualization

Visual Analytics Fundamentals
Visual Analytics Fundamentals
The Functional Art: An Introduction to Information Graphics and Visualization
The Functional Art: An Introduction to Information Graphics and Visualization
The Truthful Art: Data, Charts, and Maps for Communication
The Truthful Art: Data, Charts, and Maps for Communication
Practical Splunk for Beginners
Practical Splunk for Beginners