Statistics For Data Science
Learning Statistics is one of the most Important step to get into the World of Data Science and Machine Learning. Statistics helps us to know data in a much better way and explains the behavior of the data based upon certain factors. It has many Elements which help us to understand the data better that includes Probability, Distributions, Descriptive Analysis, Inferential Analysis, Comparative Analysis, Chi-Square Test, T Test, Z test, AB Testing etc.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Probability | 4,028 |  | 126 | 316 | 3 months ago | 51 | November 20, 2023 | 652 | apache-2.0 | Jupyter Notebook |
| Probabilistic reasoning and statistical analysis in TensorFlow | ||||||||||
| Data Science Roadmap | 2,445 | 5 months ago | 3 | mit | ||||||
| Data Science Roadmap from A to Z | ||||||||||
| Math Php | 2,280 |  | 36 | 23 | 5 months ago | 135 | May 19, 2023 | 55 | mit | PHP |
| Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra | ||||||||||
| Ml Foundations | 2,224 | 10 months ago | 1 | mit | Jupyter Notebook | |||||
| Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science | ||||||||||
| Stat Cookbook | 2,102 | a year ago | 2 | other | TeX | |||||
| :orange_book: The probability and statistics cookbook | ||||||||||
| Www.mlcompendium.com | 2,020 | 3 months ago | ||||||||
| The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook. | ||||||||||
| Hackermath | 1,339 | 6 years ago | 5 | mit | Jupyter Notebook | |||||
| Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way | ||||||||||
| Distributions.jl | 1,050 | 766 | 3 months ago | January 02, 2021 | 403 | other | Julia | |||
| A Julia package for probability distributions and associated functions. | ||||||||||
| Seeing Theory | 1,043 | 5 years ago | 22 | apache-2.0 | HTML | |||||
| A visual introduction to probability and statistics. | ||||||||||
| Kotlin Statistics | 825 | 4 | 3 | 2 years ago | 7 | December 27, 2018 | 15 | apache-2.0 | Kotlin | |
| Idiomatic statistical operators for Kotlin | ||||||||||
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