My Machine Learning Jupyter Notebooks (NBs)

Some resources and notebooks which I use for ML!

My own notebooks

• Data Pre-processing - Data preprocessing notes
• TF_2.0 - My TensorFlow learnings!
• Fast.ai - My Fast.ai learnings from Fastai Course v3
• PyTorch 60mins Blitz - 60mins Blitz program from PyTorch tutorials
• Julia Computing NBs - My Julia Academy Notebooks
• Kaggle DataMaestro2020 - Kaggle in-class competition Data Maestro 2020 (star-classification)
• Kaggle Notebooks - My kaggle notebooks
• Points for Data Pre-Processing - Some points I noted down for Data Pre-Processing
• Kaggle DataQuest2020 - Kaggle in-class competition Data Quest 2020 (multi-varient time series) (DQ-EP09.ipynb is the solution book)
• Kaggle DataQuest2020 2.0 - Notebooks from Kaggle in-class competition Data Quest 2020 (imbalanced data classification)
• SDSS DR3 Astronomy Space Dataset - A small dataset I want to learn data preprocessing techniques on!

RESOURCES

• Datasets - Some precleaned datasets from different sources
• Machine Learning Regression NBs - MIT-WPU, Pune ML Workshop
• TensorFlow 2.0 NBs - TF2.0 FreeCodeCamp Youtube 7hr video Notebooks
• Others winning NBs - Winning notebooks from kaggle in-class, for studying.