A to Z Resources for Students 
Machine Learning, Deep Learning, Artificial Intelligence
Table of Contents
- Pandas
- Pandas Cheat Sheet
-
[Pandas Tutorial Kaggle](https://www.kaggle.com/junaaaaloo/pandas-tutorial) - https://www.shanelynn.ie/summarising-aggregation-and-grouping-data-in-python-pandas/
- Online Mathematical Resources
- Frameworks -Tensorflow -Caffe -Caffe2 -Torch -Pytorch -Keras
1. Machine Learning
1.1 Where to Start in ML?
1) Python
2) Maths for ML
3) Intro to ML
2. Deep Learning
2.1 Where to Start in DL?
1) Online Courses
- Start@Fast.ai
- Deep Learning Specialization
- Machine Learning Andrew Ng
- Advanced ML Specialization
- Introduction to Machine Learning
- Reinforcement Learning
- Machine Learning A-Z
- Deep Learning A-Z
- Data Science A-Z
3. DataSets
Beginners
- MNIST Dataset for Digit Recogniser
- CIFAR-10 for Image Recognition (170 MB)
- Fashion-MNIST Dataset a Fashion Images Dataset (30 MB)
- SENTIMENT140 for sentiment analysis (80 MB)
- PREDICTING PULSAR STAR FROM HTRU2 DATASET_(771 KB)
- Labelled faces in wild (280 MB)
Advanced