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awesome-machine-learning-jupyter-notebooks-for-colab

A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory
https://github.com/toxtli/awesome-machine-learning-jupyter-notebooks-for-colab

  • Supervised Learning plots
  • Unsupervised Learning plots
  • Machine Learning Basic concepts 1 - cCLXsNhZ7DW89nF_G1NP-&sa=D&ust=1571021489213000)
  • Linear Regression 1 - yk3m6p3ylNLtTaEf3nya6exO_wv8f_L&sa=D&ust=1571021489214000)
  • Decision Trees 1
  • Random Forest 1 - CJybMJDX17jBmG5qoPPg9qj1sm&sa=D&ust=1571021489215000) & [3](https://www.google.com/url?q=https://colab.research.google.com/drive/1-uDIRl1aYqmJX59rAJumHY1T20QqBJiQ&sa=D&ust=1571021489216000) & [4](https://www.google.com/url?q=https://colab.research.google.com/drive/1-uDIRl1aYqmJX59rAJumHY1T20QqBJiQ&sa=D&ust=1571021489216000)
  • Naive Bayes 1
  • k-Nearest Neighbor 1 - -PTyS5e&sa=D&ust=1571021489218000)
  • k-Means 1
  • Support Vector Machines 1
  • Logistic Regression 1 - thLSakUmCHjSbqI6vd-NkCq&sa=D&ust=1571021489220000) & [3](https://www.google.com/url?q=https://colab.research.google.com/drive/1jhrAtmPgg6Uu0WzMzV-VakWlncQAvk-D&sa=D&ust=1571021489220000)
  • Perceptron 1
  • Machine Learning Overview 1
  • Principal Component Analysis 1
  • Topic modeling 1
  • Ensembles 1 - 6ulYMxTzDX8-m6nEptYq0yaej&sa=D&ust=1571021489233000)
  • GPU testing 1
  • Artificial Neural Networks from scratch 1
  • ANN Activation functions 1
  • ANN Loss functions 1
  • ANN Gradients 1
  • ANN Optimizers 1
  • ANN Decision Boundaries 1
  • ANN Overfitting 1
  • ANN Regularization 1
  • Multi-Layer Perceptron 1 - Mj8Wis5XrQ_a4dUJvYln1g&sa=D&ust=1571021489226000) & [4](https://www.google.com/url?q=https://colab.research.google.com/drive/1wHjugM56k0ay5QCmRVMBfAMF96EY7A5k&sa=D&ust=1571021489226000) & [5](https://www.google.com/url?q=https://colab.research.google.com/drive/1Ly0BtKBphUdeqMQBO8Xjweku62Vq3UAX&sa=D&ust=1571021489226000)
  • Convolutional Neural Networks 1 - exx&sa=D&ust=1571021489227000) & [4](https://www.google.com/url?q=https://colab.research.google.com/drive/1gi2_Or0rDz5Gg9FkGJjFDxgeiwt5-lXm&sa=D&ust=1571021489227000) & [5](https://www.google.com/url?q=https://colab.research.google.com/drive/1QcnY-LOZU9c7Sp2DsDVeYxLNBx87VNhn&sa=D&ust=1571021489228000) & [6](https://www.google.com/url?q=https://colab.research.google.com/drive/1Il7eimZ5bxQh1qem-NLiwoMBugODltSI&sa=D&ust=1571021489228000) & [7](https://www.google.com/url?q=https://colab.research.google.com/drive/1YHKZgpJuriGYjEzFDNGz2Hf0widu-exx&sa=D&ust=1571021489228000) & [8](https://www.google.com/url?q=https://colab.research.google.com/drive/1iEYJs75hat_URxshmCBMGzHQo5VgdRvN&sa=D&ust=1571021489229000) & [9](https://www.google.com/url?q=https://colab.research.google.com/drive/1w9GxDTBATF6Cc_1582V6uU2OKdQGnp0J&sa=D&ust=1571021489229000)
  • CNN from scratch 1
  • Data Augmentation 1 - &sa=D&ust=1571021489230000)
  • Recurrent Neural Networks 1 - ou-Za75bFgwArvgP3QfNJ4cWuwY-eF&sa=D&ust=1571021489231000) & [3](https://www.google.com/url?q=https://colab.research.google.com/drive/1PEOqq8mBcmc-FMj8lpbVF93cQI4RLgVJ&sa=D&ust=1571021489231000) & [4](https://www.google.com/url?q=https://colab.research.google.com/drive/1XUEAFxxKVmdgC7oPOzVpGInXfUeTcgIQ&sa=D&ust=1571021489231000) & [5](https://www.google.com/url?q=https://colab.research.google.com/drive/1tfDDriSDUh_J9OHwjt-NzT8xRiEDQF7x&sa=D&ust=1571021489232000)
  • Autoencoders 1
  • Generative Adversarial Networks 1 - 2M5hy3D2ATWzJs2LC5sk7hpts&sa=D&ust=1571021489232000) & [3](https://www.google.com/url?q=https://colab.research.google.com/drive/1aKywiJ5p0eCwDIIWKe8Q205rcKqmR_VX&sa=D&ust=1571021489233000) & [4](https://www.google.com/url?q=https://colab.research.google.com/drive/1QxXqnhyqIZrrGtor2tVa4jY63adS4yc0&sa=D&ust=1571021489233000) & [5](https://www.google.com/url?q=https://colab.research.google.com/drive/1Lw7BqKABvtiSyUHg9DeM5f90_WFGB7uz&sa=D&ust=1571021489233000)
  • AutoML 1 - 39j5TMUqHJR&sa=D&ust=1571021489234000)
  • Reinforcement Learning 1 - EidZd&sa=D&ust=1571021489235000)
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