Python Roadmap -> https://roadmap.sh/python
AI Expert Roadmap from i.am.ai
- Introduction -> https://i.am.ai/roadmap/#introduction
- Fundamentals -> https://i.am.ai/roadmap/#fundamentals
- Data Science Roadmap -> https://i.am.ai/roadmap/#data-science-roadmap
- Machine Learning -> https://i.am.ai/roadmap/#machine-learning-roadmap
- Deep Learning -> https://i.am.ai/roadmap/#deep-learning-roadmap
- Data Engineer -> https://i.am.ai/roadmap/#data-engineer-roadmap
- Big Data Engineer -> https://i.am.ai/roadmap/#big-data-engineer-roadmap
- Numpy -> https://numpy.org/doc/1.24/user/index.html
- Pandas -> https://pandas.pydata.org/docs/
- Scikit-Learn -> https://scikit-learn.org/stable/
- TensorFlow -> https://www.tensorflow.org/api_docs
- Keras -> https://keras.io/api/
- Pytorch -> https://pytorch.org/docs/stable/index.html
- Scipy -> https://docs.scipy.org/doc/scipy/
- Seaborn -> https://seaborn.pydata.org/
- Matplotlib -> https://matplotlib.org/stable/index.html
- Theano -> https://theano-pymc.readthedocs.io/en/latest/
Must do courses for Python
- Python for Everybody -> Coursera
- Machine Learning Specialization -> Coursera
- Deep Learning Specialization -> Cousera
- Natural Language Processing Specialization -> Coursera