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:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Machine Learning frameworks, libraries and software.
How to do Bayesian statistical modelling using numpy and PyMC3
Bayesian statistical modelling using numpy and PyMC3. Telling stories using the language of probability. And more!
Official Matplotlib cheat sheets
The Data Engineering Cookbook
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
Interview stuff for friends
common data analysis and machine learning tasks using python
(WIP) Deep Learning from Scratch with PyTorch
Full Stack Web Development with Flask.
The fastai book, published as Jupyter Notebooks
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
A complete daily plan for studying to become a machine learning engineer.
machine learning and deep learning tutorials, articles and other resources
Coursera machine learning specialization coursework (python based, University of Washington).
Useful links for Japanese language learners ( by @daigaku_lounge ) [RU/EN]
my octave exercises for 2011 stanford machine learning class, posted after the due date of course
Jupyter notebook and datasets from the pandas Q&A video series
Machine Learning with Text in scikit-learn
Python tutorials in both Jupyter Notebook and youtube format.
PyTorch Tutorial for Deep Learning Researchers
PyTorch Tutorials from my YouTube channel
scikit-learn: machine learning in Python
:robot::zap: Daily scikit-learn tips
Jupyter notebooks from the scikit-learn video series
Legally allowable public portion of the UCSD Extension course: Data Analytics Using Python (CSE-41204)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.