Jupyter-Notebooks

Collection of Jupyter Notebooks for various Python, Machine Learning, and Deep Learning Topics. Some highlights below:

• keras100-Overview.ipynb
• keras101-LinearModel.ipynb
• keras110-TrainingBasics.ipynb
• keras200-CNN.ipynb
• keras202-VGG16FineTuning.ipynb
• keras300-RNN.ipynb
• Natural-Language-Processing.ipynb

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• tensorflow101.ipynb
• tensorflow-Basics.ipynb
• tensorflow-Regression-Regularization.ipynb

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• scikit-learn101.ipynb
• scikit-learn102.ipynb
• scikit-learn-103-SVM.ipynb
• scikit-learn-DecisionTree.ipynb

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• numpy101.ipynb

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• pandas101.ipynb

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• matplotlib101.ipynb *needs update

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• Python-Generators-Coroutines-Async-Await.ipynb
• Python-FileSystem.ipynb