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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Curated list of project-based tutorials
:page_with_curl: A list of practical projects that anyone can solve in any programming language.
:pager: Links to others' solutions to Projects (https://github.com/karan/Projects/)
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Learn Python, Easy to learn, Awesome
Python3 teaching materials for data science (2 days)
Python Deep Dive Course - Accompanying Materials
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Assignments from the Python fundamentals course
The "Python Machine Learning (1st edition)" book code repository and info resource
The "Python Machine Learning (3rd edition)" book code repository
100+ Python challenging programming exercises
Python Data Science Handbook: full text in Jupyter Notebooks
A complete tutorial in python for Data Analysis and Machine Learning
Source code for the "Scala For Beginners" book. https://leanpub.com/scalaforbeginners/
Databricks Scala Coding Style Guide
Lectures on scientific computing with python, as IPython notebooks.
This repository provides various demos/examples of using Snowpark for Python.
An example of usage of the spark-opentsdb prject
Apache Spark 3 - Spark Programming in Python for Beginners
Apache Spark Course Material
VIP cheatsheets for Stanford's CS 229 Machine Learning
General statistics and numerical/sceintific computing scripts and notebooks in Python
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š 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. ššš
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 ā¤ļø Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.