Federico Carrone's votes on the list Only the best Probability, Applied Statistics and Data Science books

Listopia > Federico Carrone's votes on the list Only the best Probability, Applied Statistics and Data Science books (31 Books)

1	An Introduction to Probability Theory and Its Applications, Volume 1 by William Feller 4.31 avg rating — 162 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	Statistical Models: Theory and Practice by David Freedman 4.22 avg rating — 74 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Learning From Data: A Short Course by Yaser S. Abu-Mostafa 4.39 avg rating — 439 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Causality: Models, Reasoning, and Inference by Judea Pearl 4.17 avg rating — 330 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	An Introduction to Statistical Learning: with Applications in R by Gareth James 4.59 avg rating — 2,335 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	Deep Learning by Ian Goodfellow 4.44 avg rating — 2,121 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Reinforcement Learning: An Introduction by Richard S. Sutton 4.54 avg rating — 818 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Machine Learning: A Probabilistic Perspective by Kevin P. Murphy 4.34 avg rating — 520 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	Pattern Recognition and Machine Learning by Christopher M. Bishop 4.32 avg rating — 1,903 ratings Federico rated it 4 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
10	Information Theory, Inference, and Learning Algorithms by David J.C. MacKay 4.52 avg rating — 488 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie 4.43 avg rating — 1,888 ratings Federico rated it 4 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	Probability Theory: The Logic of Science by E.T. Jaynes 4.41 avg rating — 657 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
13	Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference by Cameron Davidson-Pilon really liked it 4.00 avg rating — 213 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Statistical Rethinking: A Bayesian Course with Examples in R and Stan by Richard McElreath 4.70 avg rating — 520 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
15	All of Statistics: A Concise Course in Statistical Inference by Larry Wasserman 4.26 avg rating — 403 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
16	Statistical Inference by George Casella 4.17 avg rating — 395 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17	What is a P-Value Anyway? 34 Stories to Help You Actually Understand Statistics by Andrew J. Vickers 3.92 avg rating — 238 ratings Federico rated it 4 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Probability, Random Variables and Stochastic Processes with Errata Sheet by Athanasios Papoulis 4.27 avg rating — 150 ratings Federico added it to currently-reading See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
19	Statistical Consequences of Fat Tails: Real World Preasymptotics, Epistemology, and Applications by Nassim Nicholas Taleb (Goodreads Author) 4.28 avg rating — 184 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
20	Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs, Series Number 5) by Bradley Efron 4.43 avg rating — 129 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
21	Forecasting: principles and practice by Rob J. Hyndman (Goodreads Author) 4.39 avg rating — 317 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
22	The Science of Conjecture: Evidence and Probability before Pascal by James Franklin 4.17 avg rating — 60 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
23	Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering by Steven H. Strogatz (Goodreads Author) 4.38 avg rating — 1,530 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
24	The Geometry of Multivariate Statistics by Thomas D. Wickens 4.22 avg rating — 18 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
25	Data Analysis Using Regression and Multilevel/Hierarchical Models by Andrew Gelman 4.36 avg rating — 292 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
26	Elements of Information Theory by Thomas M. Cover 4.21 avg rating — 327 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
27	All of Nonparametric Statistics by Larry Wasserman 4.13 avg rating — 39 ratings Federico rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
28	The History of Statistics: The Measurement of Uncertainty before 1900 by Stigler 4.10 avg rating — 106 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
29	The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century by David Salsburg 3.92 avg rating — 2,030 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
30	Applied Predictive Modeling by Max Kuhn 4.40 avg rating — 343 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
31	Statistics for Experimenters: Design, Innovation, and Discovery by George E.P. Box 4.37 avg rating — 89 ratings Federico added it to to-read See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars