{"id":18344400,"url":"https://github.com/veb-101/machine-learning-practice","last_synced_at":"2026-04-19T14:09:18.451Z","repository":{"id":50413441,"uuid":"200247238","full_name":"veb-101/Machine-Learning-practice","owner":"veb-101","description":"Contains code-works from the Hands on scikit-learn and tensorflow book","archived":false,"fork":false,"pushed_at":"2020-05-04T19:19:00.000Z","size":4717,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-06-01T19:18:57.049Z","etag":null,"topics":["deep-learning","keras","machine-learning","python3","scikit-learn","tensorflow-gpu"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning practice\n\n---\n\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/veb-101/Machine-Learning-practice/master) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/veb-101/Machine-Learning-practice/blob/master/)\n\nThis repository is for my own learning purposes.\nMajority of the code in this repository comes from the original repository by [Aurélien Géron](https://github.com/ageron/handson-ml2)\n\n| Sr. No. | Chapter                             | View                                                                                                                                                 |\n| ------- | ----------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------- |\n| 1       | The Machine Learning Landscape      | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%201/The%20Machine%20Learning%20Landscape.ipynb) |\n| 2       | End-to-End Machine Learning Project | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%202/End-to-End%20ML%20Project.ipynb)            |\n| 3       | Classification                      | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%203/Classification.ipynb)                       |\n| 4       | Training Linear Models              | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%204/linear_models.ipynb)                        |\n| 5       | Support Vector Machines             | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%205/support%20vector%20machines.ipynb)          |\n| 6       | Decision Tree Learning              | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%206/decision_trees.ipynb)                       |\n| 7       | Ensemble Learning                   | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%207/Ensemble%20learning.ipynb)                  |\n| 8       | Dimensionality Reduction            | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%208/dim_reduction.ipynb)                        |\n| 9       | Unsupervised Learning               | [notebook](https://nbviewer.jupyter.org/github/veb-101/Machine-Learning-practice/blob/master/Chapter%209/unsupervised_learning.ipynb)                |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fveb-101%2Fmachine-learning-practice","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fveb-101%2Fmachine-learning-practice","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fveb-101%2Fmachine-learning-practice/lists"}