Books like Probability and Statistics for Data Science Math + R + Data

#1

The Model Thinker What You Need to Know to Make Data Work for You

Scott E. Page

Themes: Mathematical & Statistical Software • Data Analytics • Business Mathematics

#2

Data Science Fundamentals with R, Python, and Open Data

Marco Cremonini

Themes: Mathematical & Statistical Software • Data Analytics • Statistics

#3

Working with Sample Data Exploration and Inference

Priscilla M. Chaffe-Stengel

Themes: Data Analytics • Business Mathematics • Statistics

#4

Data Science and Data Analytics Opportunities and Challenges

Amit Kumar Tyagi

Themes: Data Analytics • Statistics • Data Science

#5

Big Data Analytics A Social Network Approach

Mrutyunjaya Panda

Themes: Data Analytics • Statistics • Data Science

#6

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Uffe B. Kjærulff

Themes: Mathematical & Statistical Software • Data Analytics • Data Science

#7

Football Analytics with Python & R Learning Data Science Through the Lens of Sports

Eric A. Eager

Themes: Mathematical & Statistical Software • Data Analytics • Data Science

#8

Data Analytics Effective Methods for Presenting Results

Subhashish Samaddar

Themes: Data Analytics • Statistics • Data Science

#9

Microeconometrics Using Stata

Adrian Colin Cameron

Themes: Mathematical & Statistical Software • Business Mathematics • Statistics

#10

Data Science in R A Case Studies Approach to Computational Reasoning and Problem Solving

Deborah Nolan

Themes: Data Analytics • Statistics • Data Science

#11

Semantic Web and Web Science

Juanzi Li

Themes: Data Analytics • Business Mathematics • Data Science

#12

High-Dimensional Statistics A Non-Asymptotic Viewpoint

Martin J. Wainwright

Themes: Data Analytics • Statistics • Data Science

#13

Statistics and Machine Learning Methods for EHR Data From Data Extraction to Data Analytics

Hulin Wu

Themes: Data Analytics • Data Science • Probability & Statistics

#14

The Book of why The New Science of Cause and Effect

Judea Pearl

Themes: Statistics • Data Science • Probability & Statistics

#15

Detecting Regime Change in Computational Finance Data Science, Machine Learning and Algorithmic Trading

Jun Chen

Themes: Mathematical & Statistical Software • Data Analytics • Data Science

#16

Bioinformatics A Practical Guide to Next Generation Sequencing Data Analysis

Hamid D. Ismail

Themes: Statistics • Data Science • Probability & Statistics

#17

Applied Meta-analysis with R and Stata

Ding-Geng (Din) Chen

Themes: Mathematical & Statistical Software • Data Analytics • Data Science

#18

Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data COVID-19 and Beyond

Siddhartha Bhattacharyya

Themes: Data Analytics • Data Science • Probability & Statistics

#19

The Elements of Statistical Learning Data Mining, Inference, and Prediction

Trevor Hastie

Themes: Data Analytics • Data Science • Probability & Statistics

#20

Multilevel and Longitudinal Modeling with IBM SPSS

Ronald H. Heck

Themes: Mathematical & Statistical Software • Statistics • Probability & Statistics

#21

The Master Algorithm How the Quest for the Ultimate Learning Machine Will Remake Our World

Pedro Domingos

Themes: Mathematical & Statistical Software • Data Science • Probability & Statistics

#22

Advanced Issues in Partial Least Squares Structural Equation Modeling

Joe Hair

Themes: Mathematical & Statistical Software • Statistics • Probability & Statistics

#23

Statistics and Data Visualization Using R The Art and Practice of Data Analysis

David S. Brown

Themes: Mathematical & Statistical Software • Statistics • Probability & Statistics

#24

Modeling Techniques in Predictive Analytics with Python and R A Guide to Data Science

Thomas W. Miller

Themes: Data Analytics • Business Mathematics • Statistics