| 1 |
|
Doing Data Science: Straight Talk from the Frontline
by
3.73 avg rating — 568 ratings
|
|
| 2 |
|
An Introduction to Statistical Learning: with Applications in R
by
4.59 avg rating — 2,361 ratings
|
|
| 3 |
|
An Introduction to Probability Theory and Its Applications, Volume 1
by
4.31 avg rating — 163 ratings
|
|
| 3 |
|
Regression and Other Stories
by
4.28 avg rating — 130 ratings
|
|
| 3 |
|
The Book of Why: The New Science of Cause and Effect
by
3.93 avg rating — 6,818 ratings
|
|
| 6 |
|
Statistical Models: Theory and Practice
by
4.20 avg rating — 74 ratings
|
|
| 6 |
|
Causal Inference: The Mixtape
by
4.38 avg rating — 258 ratings
|
|
| 8 |
|
Learning From Data: A Short Course
by
4.38 avg rating — 443 ratings
|
|
| 9 |
|
Causality: Models, Reasoning, and Inference
by
4.17 avg rating — 335 ratings
|
|
| 9 |
|
Monte Carlo Theory, Methods and Examples
by
0.00 avg rating — 0 ratings
|
|
| 11 |
|
Deep Learning
by
4.43 avg rating — 2,167 ratings
|
|
| 12 |
|
Reinforcement Learning: An Introduction
by
4.54 avg rating — 841 ratings
|
|
| 13 |
|
Machine Learning: A Probabilistic Perspective
by
4.35 avg rating — 524 ratings
|
|
| 14 |
|
Pattern Recognition and Machine Learning
by
4.32 avg rating — 1,922 ratings
|
|
| 15 |
|
Information Theory, Inference, and Learning Algorithms
by
4.52 avg rating — 502 ratings
|
|
| 16 |
|
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
by
4.43 avg rating — 1,911 ratings
|
|
| 17 |
|
Probability Theory: The Logic of Science
by
4.41 avg rating — 671 ratings
|
|
| 18 |
|
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference
by
really liked it 4.00 avg rating — 214 ratings
|
|
| 19 |
|
Statistical Rethinking: A Bayesian Course with Examples in R and Stan
by
4.71 avg rating — 542 ratings
|
|
| 20 |
|
All of Statistics: A Concise Course in Statistical Inference
by
4.26 avg rating — 412 ratings
|
|
| 21 |
|
Statistical Inference
by
4.17 avg rating — 402 ratings
|
|
| 22 |
|
What is a P-Value Anyway? 34 Stories to Help You Actually Understand Statistics
by
3.92 avg rating — 242 ratings
|
|
| 23 |
|
Probability, Random Variables and Stochastic Processes with Errata Sheet
by
4.27 avg rating — 150 ratings
|
|
| 24 |
|
Statistical Consequences of Fat Tails: Real World Preasymptotics, Epistemology, and Applications
by
4.23 avg rating — 191 ratings
|
|
| 25 |
|
Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs, Series Number 5)
by
4.42 avg rating — 131 ratings
|
|
| 26 |
|
Forecasting: principles and practice
by
4.39 avg rating — 319 ratings
|
|
| 27 |
|
The Science of Conjecture: Evidence and Probability before Pascal
by
4.15 avg rating — 61 ratings
|
|
| 28 |
|
Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering
by
4.39 avg rating — 1,555 ratings
|
|
| 29 |
|
The Geometry of Multivariate Statistics
by
4.22 avg rating — 18 ratings
|
|
| 30 |
|
Data Analysis Using Regression and Multilevel/Hierarchical Models
by
4.36 avg rating — 296 ratings
|
|
| 31 |
|
Elements of Information Theory
by
4.21 avg rating — 330 ratings
|
|
| 32 |
|
All of Nonparametric Statistics
by
4.05 avg rating — 41 ratings
|
|
| 33 |
|
The History of Statistics: The Measurement of Uncertainty before 1900
by
4.12 avg rating — 108 ratings
|
|
| 34 |
|
The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century
by
3.92 avg rating — 2,079 ratings
|
|
| 35 |
|
Applied Predictive Modeling
by
4.40 avg rating — 345 ratings
|
|
| 36 |
|
Statistics for Experimenters: Design, Innovation, and Discovery
by
4.36 avg rating — 91 ratings
|
|
