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Doing Data Science: Straight Talk from the Frontline
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3.73 avg rating — 569 ratings
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| 2 |
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An Introduction to Statistical Learning: with Applications in R
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4.59 avg rating — 2,367 ratings
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| 3 |
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An Introduction to Probability Theory and Its Applications, Volume 1
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4.31 avg rating — 163 ratings
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| 3 |
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Regression and Other Stories
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4.28 avg rating — 131 ratings
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| 3 |
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The Book of Why: The New Science of Cause and Effect
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3.92 avg rating — 6,854 ratings
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| 6 |
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Statistical Models: Theory and Practice
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4.21 avg rating — 73 ratings
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Causal Inference: The Mixtape
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4.38 avg rating — 261 ratings
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Learning From Data: A Short Course
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4.38 avg rating — 443 ratings
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| 9 |
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Causality: Models, Reasoning, and Inference
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4.18 avg rating — 336 ratings
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| 9 |
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Monte Carlo Theory, Methods and Examples
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0.00 avg rating — 0 ratings
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| 11 |
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Deep Learning
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| 12 |
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Reinforcement Learning: An Introduction
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4.54 avg rating — 844 ratings
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| 13 |
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Machine Learning: A Probabilistic Perspective
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4.35 avg rating — 524 ratings
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Pattern Recognition and Machine Learning
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4.32 avg rating — 1,925 ratings
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| 15 |
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Information Theory, Inference, and Learning Algorithms
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4.53 avg rating — 502 ratings
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| 16 |
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
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4.43 avg rating — 1,914 ratings
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| 17 |
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Probability Theory: The Logic of Science
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4.40 avg rating — 672 ratings
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| 18 |
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Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference
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really liked it 4.00 avg rating — 214 ratings
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| 19 |
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Statistical Rethinking: A Bayesian Course with Examples in R and Stan
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4.71 avg rating — 545 ratings
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All of Statistics: A Concise Course in Statistical Inference
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4.27 avg rating — 413 ratings
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Statistical Inference
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4.17 avg rating — 403 ratings
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| 22 |
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What is a P-Value Anyway? 34 Stories to Help You Actually Understand Statistics
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3.92 avg rating — 243 ratings
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| 23 |
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Probability, Random Variables and Stochastic Processes with Errata Sheet
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4.27 avg rating — 150 ratings
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| 24 |
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Statistical Consequences of Fat Tails: Real World Preasymptotics, Epistemology, and Applications
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4.24 avg rating — 194 ratings
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Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs, Series Number 5)
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4.42 avg rating — 131 ratings
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| 26 |
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Forecasting: principles and practice
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4.39 avg rating — 320 ratings
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| 27 |
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The Science of Conjecture: Evidence and Probability before Pascal
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4.15 avg rating — 61 ratings
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| 28 |
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Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering
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4.39 avg rating — 1,559 ratings
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| 29 |
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The Geometry of Multivariate Statistics
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4.22 avg rating — 18 ratings
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| 30 |
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Data Analysis Using Regression and Multilevel/Hierarchical Models
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4.36 avg rating — 296 ratings
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| 31 |
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Elements of Information Theory
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4.22 avg rating — 329 ratings
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| 32 |
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All of Nonparametric Statistics
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4.05 avg rating — 41 ratings
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| 33 |
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The History of Statistics: The Measurement of Uncertainty before 1900
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4.11 avg rating — 107 ratings
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| 34 |
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The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century
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3.92 avg rating — 2,085 ratings
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| 35 |
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Applied Predictive Modeling
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4.40 avg rating — 344 ratings
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| 36 |
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Statistics for Experimenters: Design, Innovation, and Discovery
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