Mastering Machine Learning using git and blogs

Posted by Adarshreddy Adelli

Friday, December 21, 2018

   Sometimes starting from the ground may take much time to accomplish your things. Boiler plate code or a Github project repo may speed up your things. Here are the machine learning repositories listed  that may help you.
 

To learn languages based on projects.
Github:
https://github.com/tuvtran/project-based-learning

Python Machine Learning Book
Github:
https://github.com/rasbt/python-machine-learning-book

Coding Practice and Algorithms
Github:
https://github.com/jwasham/coding-interview-university

What every programmer should know
Github:
https://github.com/mtdvio/every-programmer-should-know

Awesome public datasets
Github: https://github.com/awesomedata/awesome-public-datasets

Awesome Machine Learning
Github: https://github.com/josephmisiti/awesome-machine-learning

Awesome Deep Vision
Github: https://github.com/kjw0612/awesome-deep-vision

Awesome tensorflow
Github:
 https://github.com/jtoy/awesome-tensorflow

Awesome Project Ideas
Github: https://github.com/NirantK/awesome-project-ideas

Awesome NLP
Github: https://github.com/keon/awesome-nlp

Best of Jupyter
Github: https://github.com/NirantK/best-of-jupyter

Deep Learning paper reading roadmap
Github: https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap

Paper to Code
Github: https://github.com/zziz/pwc

Reinforcement Learning
Github: https://github.com/dennybritz/reinforcement-learning

Google dataset search
Link:
https://t.co/iXFwNCDaUN

Best Practices for ML Engineering
Link: http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf

List of Tutorials - Medium Article
Link: https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-python-tutorials-2018-edition-dd8cf53cb7dc

Awesome list of people and blogs to follow to keep yourself updated in the field
Link: https://medium.com/@alexrachnog/ultimate-following-list-to-keep-updated-in-artificial-intelligence-32776ffcd079

Google's guide to Machine Learning
Link: https://techdevguide.withgoogle.com/paths/machine-learning/


Thanks for reading....

Adarshreddy Adelli Friday, December 21, 2018 Machine learning python