Learning Resources

A list of

• Courses
• Links
• Resources
• Websites
• Tools
• Frameworks
• Libraries
• Research Lab & Group
• Platform

Online Courses

Machine Learning Courses

Foundations of Machine Learning/Artificial Intelligence

• Intel Artificial Intelligence 501
• Foundations of Machine Learning By Bloomberg
• Machine Learning Crash Course - Google Developers
• Intel Machine Learning 501

Deep Learning

• Intel Deep Learning 501

Data Science Courses

• Data Science for Everyone by NYU
• Intro to Data Science - Udacity
• Online Data Science Courses - Microsoft Professional Program

Frameworks

• Pytorch
• Tensorflow
• Keras
• CNTK
• Caffe

Libraries

• Scikit-learn
• NLTK

Websites

• Python Data Science Handbook
• Bayesian Method for Hackers

Resources

Programming

Python

• https://www.python-course.eu/
• https://realpython.com/

Tools

• Rapidminer
• Anaconda
• Google Colab

Helpful Links

Research Lab/Group

Platforms

---

---