ML Learning Notes.md

https://github.com/eugeneyan/applied-ml

Python Notes

https://github.com/snrazavi/Machine-Learning-in-Python-Workshop/tree/master/python%20basics https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial17_if_else_statements.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial18_automating_using_while_loops.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial19_automating_using_for_loops.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial16_data_types_in_python.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial15_numpy_arrays.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial12_lists.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial13_tuples.py https://github.com/bnsreenu/python_for_image_processing_APEER/blob/master/tutorial14_dictionaries.py https://github.com/vwendy/PythonDataScienceHandbook/tree/master/notebooks https://github.com/springboard-curriculum/DataScienceGuidedCapstone/blob/master/Notebooks/02_data_wrangling.ipynb https://github.com/springboard-curriculum/DataScienceGuidedCapstone/blob/master/Notebooks/03_exploratory_data_analysis.ipynb https://github.com/springboard-curriculum/DataScienceGuidedCapstone/blob/master/Notebooks/04_preprocessing_and_training.ipynb https://github.com/springboard-curriculum/DataScienceGuidedCapstone/blob/master/Notebooks/05_modeling.ipynb https://github.com/faif/python-patterns https://python-patterns.guide/ https://www.geeksforgeeks.org/python-design-patterns/ https://github.com/khuyentran1401/Efficient_Python_tricks_and_tools_for_data_scientists FASTAPI - https://github.com/zhanymkanov/fastapi-best-practices

Python Colorful Book

https://media-exp1.licdn.com/dms/document/C561FAQGL1_6hMcW5gA/feedshare-document-pdf-analyzed/0/1661922215276?e=1662595200&v=beta&t=jPWEPGvjBwTb0MlTkVLYs_SXLbsz7J4n4jMjnIA5Ows

Keras Notes

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer/tree/master/workshops ML Bootcamp code https://github.com/alexeygrigorev/mlbookcamp-code

CNN Notes

https://github.com/Machine-Learning-Tokyo/DL-workshop-series/blob/master/Part%20I%20-%20Convolution%20Operations/ConvNets.ipynb

Python

https://github.com/snrazavi/Machine-Learning-in-Python-Workshop https://github.com/snrazavi/Machine-Learning-in-Python-Workshop/tree/master/python%20basics

NLP Notes

https://github.com/PracticumAI/nlp

Workshop Notes

https://github.com/snrazavi/Machine-Learning-in-Python-Workshop https://github.com/bnsreenu/python_for_microscopists

DL Notes and Lectures

https://m2dsupsdlclass.github.io/lectures-labs/

Recommender Systems & Embeddings

https://m2dsupsdlclass.github.io/lectures-labs/slides/03_recommender_systems/index.html#1

Recommendation-systems

https://github.com/piyushpathak03/Recommendation-systems

DL Notes

https://github.com/PracticumAI/rnn https://github.com/PracticumAI/nlp https://m2dsupsdlclass.github.io/lectures-labs/

Segmentation Projects

https://github.com/divamgupta/image-segmentation-keras