sdsunjay/ml-tutorials

Various ML Tutorials

ml-tutorials

Various ML Tutorials

Machine Learning Recipes - Google Developers - ml-recipes

(https://youtu.be/cKxRvEZd3Mw)

• Machine Learning Recipe 1 - hello-world.py
• Machine Learning Recipe 2 - viz.py
• Machine Learning Recipe 3 - dogs.py
• Machine Learning Recipe 4 - pipeline.py
• Machine Learning Recipe 5 - p5.py
• Machine Learning Recipe 6 - xx.py
• Machine Learning Recipe 7 - xx.py
• Machine Learning Recipe 8 - xx.py
• Machine Learning Recipe 9 - xx.py
• Machine Learning Recipe 10 - xx.py

Natural Language Processing With Python and NLTK - Sentdex - Misc

(https://youtu.be/FLZvOKSCkxY)

• Tokenizing words and Sentences - p.1
• Stop Words - p.2
• Stemming - p.3
• Part of Speech Tagging - p.4
• Chunking - p.5
• Chinking - p.6
• Named Entity Recognition - p.7
• Lemmatizing - p.8
• NLTK Corpora - p.9
• Wordnet - p.10
• Text Classification - p.11
• Words as Features for Learning - p.12
• Naive Bayes - p.13

PyTorch: Deep Learning and Artificial Intelligence - Udemy

(https://www.udemy.com/course/pytorch-deep-learning)

Deep Learning and Neural Networks with Python - Sentdex

(https://youtu.be/BzcBsTou0C0)