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100 Days of ML Coding
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
πData Analysis Workshop
code for Data Science From Scratch book
Data Science in the tidyverse, a two-day workshop @ rstudio:conf(2018)
Materials for Data Science in the Tidyverse, a two-day workshop @ rstudio:conf(2019)
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
The Leek group guide to data sharing
Plotting Assignment 1 for Exploratory Data Analysis
The fastai book, published as Jupyter Notebooks
Getting and Cleaning Data Week 4 Course Project
Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
These are the slides and materials for the ASA Jump-start into R for Statistical Programmers and Analysts webinar.
Course contents for Master the Tidyverse
Solutions for exercises in Master the Tidyverse
Missing data visualization module for Python.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Jupyter notebook and datasets from the pandas Q&A video series
Repository for Programming Assignment 2 for R Programming on Coursera
PyCon 2015 Pandas tutorial materials
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
IPython Notebooks to learn Python
Python Data Science Handbook: full text in Jupyter Notebooks
Peer Assessment 1 for Reproducible Research
List of courses teaching R
Materials collected from the First Shiny Developer Conference Palo Alto, CA January 30-31 2016
Files for the RStudio::conf 2019 workshop: Introduction to Shiny and R Markdown
Statistical Data Analysis in Python
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.