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116 search results found

The Open Source Data Science Masters

D2l En ⭐ 20,613

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Fastbook ⭐ 19,737

The fastai book, published as Jupyter Notebooks

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Data Science From Scratch ⭐ 7,967

code for Data Science From Scratch book

Machine Learning Systems Design ⭐ 7,818

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

R for data science: a book

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Data Science At The Command Line ⭐ 3,518

Data Science at the Command Line

Deep Learning Book ⭐ 2,650

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

An Introduction To Statistical Learning ⭐ 1,481

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

Data Science On Gcp ⭐ 1,249

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

A List of Data Science/Machine Learning Resources (Mostly Free)

Getting Started With Genomics Tools And Resources ⭐ 991

Unix, R and python tools for genomics and data science

Causal_inference_python_code ⭐ 898

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

Deep_learning_and_the_game_of_go ⭐ 831

Code and other material for the book "Deep Learning and the Game of Go"

Textbook ⭐ 717

The textbook Computational and Inferential Thinking: The Foundations of Data Science

Moderndive_book ⭐ 693

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

Ds Take Home ⭐ 682

My solution to the book A Collection of Data Science Take-Home Challenges

Statistical Rethinking With Python And Pymc3 ⭐ 674

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Book_sample ⭐ 592

another book on data science

Coding For Economists ⭐ 589

This repository hosts the code behind the online book, Coding for Economists.

Data Science Learning Resources ⭐ 499

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

Juliadatascience ⭐ 434

Book on Julia for Data Science

Book Socialmediaminingpython ⭐ 415

Companion code for the book "Mastering Social Media Mining with Python"

Introduction Datascience Python Book ⭐ 385

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Dash Docs ⭐ 363

📖 ISSUE TRACKER ONLY for The Official Dash Userguide & Documentation https://dash.plotly.com/

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

Literature for the self-taught AI practitioner! 📚

Open Quant Live Book ⭐ 278

An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!

Distributed Ml Patterns ⭐ 270

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

Awesome Python Data Science Books ⭐ 242

Probably the best curated list of data science books in Python

Data Science In Education ⭐ 228

Repository for 'Data Science in Education Using R' by Emily A. Bovee, Ryan A. Estrellado, Jesse Mostipak, Joshua M. Rosenberg, and Isabella C. Velásquez, Routledge 2020

Introtopython ⭐ 210

Files associated with our book Intro to Python for Computer Science and Data Science

Hands On Data Science For Marketing ⭐ 190

Hands-On Data Science for Marketing, published by Packt

Data Science Live Book ⭐ 177

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

Rbbjson ⭐ 163

Flexible JSON traversal for rapid prototyping.

D2l Java ⭐ 153

The Java implementation of Dive into Deep Learning (D2L.ai)

Book_list ⭐ 149

Python, Machine Learning, Deep Learning and Data Science Books

A curated list of #rstats books

Rprogdatascience ⭐ 122

Rmd4sci ⭐ 120

Rmarkdown for Scientists

Introduction_to_statistical_learning_summary_python ⭐ 109

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

Python4ds ⭐ 103

Python for Data Science. This repository hosts the code behind the online book that teaches you how to use Python for data science.

Code, Data, and Examples for Practical Data Science with R 2nd edition (Nina Zumel and John Mount) https://github.com/WinVector/PDSwR2

Funmodeling ⭐ 90

R package: funModeling: data cleaning, importance variable analysis and model perfomance

A_lazy_data_science_guide ⭐ 89

A guide book on data science for busy and equally lazy Data Scientists 😄

Teaching_links ⭐ 81

A repo of teaching resources for Geographic / Spatial Data Science, GIS and Statistics

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

Tidyverse Cookbook ⭐ 79

Code recipes for doing data science with R's tidyverse

Data Science Seminar ⭐ 77

Topics In Data Science and Bioinformatics

Books2rec ⭐ 76

A recommender system built for book lovers.

Data Science Notes ⭐ 75

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

Practical Data Science With Python ⭐ 75

Practical Data Science with Python, published by Packt

Spatial Modelling for Data Scientists

Malwaredatascience ⭐ 68

Malware Data Science Reading Diary / Notes

Principles Of Data Science ⭐ 66

Principles of Data Science by Packt

Book.fast.ai ⭐ 60

Information for readers of the fastai book

Highlightedcs ⭐ 60

Popular computer science books (PDF) with highlighting :) add yours now

Chapters ⭐ 58

Perspectives on Data Science for Software Engineering

Casa0005repo ⭐ 56

Bookdown 📖 for CASA0005 practicals: https://andrewmaclachlan.github.io/CASA0005repo/

Awesome Datascience Python ⭐ 56

Awesome list Data Science and Python. 🐍

Regmodsbook ⭐ 54

A companion book for the Coursera Regression Models class

A collection of online books for data science, computer science and coding!

Tlverse Handbook ⭐ 51

🎯 📕 Targeted Learning in R: A Causal Data Science Handbook

Rworkshops ⭐ 48

Materials for R Workshops

An R package associated with the Data Science in Education Using R book

Mastering Spark For Data Science ⭐ 43

Mastering Spark for Data Science, published by Packt

Deep Learning Resources ⭐ 41

A curated list of deep learning resources books, courses, papers, libraries, conferences, sample code, and many more.

Tales Science Data ⭐ 40

WORK UNDER RESTRUCTURING

Science Bookclub ⭐ 40

Generating the next read for our book club- with Data Science!

Kaggle Berlin ⭐ 36

Material of the Kaggle Berlin meetup group!

Introdatascience ⭐ 35

Book: Pratitioner's Guide to Data Science (https://scientistcafe.com/ids/)

Reinforcement Learning Resources ⭐ 35

A curated list of awesome reinforcement courses, video lectures, books, library and many more.

Data Engineering And Dataops ⭐ 34

Duke MIDS: Data Engineering and DataOps Course

Pyspark Algorithms ⭐ 33

PySpark Algorithms Book: https://www.amazon.com/dp/B07X4B2218/ref=sr_1_2

Basketballanalyzer ⭐ 32

Principles Of Data Science Second Edition ⭐ 31

Principles of Data Science, Second Edition, published by Packt

Complement to CRC Press book *Modern Data Science with R*

Geospatial Data Science Quick Start Guide ⭐ 30

Geospatial Data Science Quick Start Guide, published by Packt

Webscrapingfordatascience ⭐ 29

Example source code for the book "Web Scraping for Data Science with Python"

Java For Data Science ⭐ 28

Code reposiory for Java for Data Science, published by Packt

Vlainic.github.io ⭐ 27

My GitHub blog: things you might be interested, and probably not...

Mastering Java For Data Science ⭐ 27

Mastering-Java-for-Data-Science, published by Packt

Nlp Resources ⭐ 26

A curated list of natural language processing courses, video lectures, books, library and many more.

Dsinterviewqns ⭐ 26

The Data Science Interview Book

Essential Statistics For Non Stem Data Analysts ⭐ 25

Hands-On Statistics for Data Science, published by Packt

The Art Of Data Science ⭐ 24

An interactive online reading of Matsui and Peng's The Art of Data Science

R Programming Books For Data Science ⭐ 23

Practical Data Science With Hadoop And Spark ⭐ 23

Hands On Data Science With Anaconda ⭐ 23

Hands-On Data Science with Anaconda, published by Packt

Software Engineer Guide ⭐ 22

Стратегия изучения веб-технологий

Dasarpemrogramanpython ⭐ 22

📖 Source Code E-book Dasar Pemrograman Python

Study Of David Mackay S Book ⭐ 21

David Mackay's book review and problem solvings and own python codes, mathematica files

Statistics For Data Science ⭐ 19

Statistics for Data Science, published by Packt

Data science for psychologists (ds4psy): R package supporting book and course

Goodreadsbookdataset ⭐ 18

Gathering dataset from Goodreads website

Hands On Data Science With R ⭐ 17

Hands-On Data Science with R, published by Packt

Jupyter For Data Science ⭐ 17

Jupyter for Data Science, published by Packt

Computing With Data ⭐ 15

Code samples for my book "Computing with Data: An Introduction to the Data Industry"

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