{"id":22799085,"url":"https://github.com/thomd/udacity-ml-with-tensor-flow","last_synced_at":"2026-05-20T05:43:00.538Z","repository":{"id":66830123,"uuid":"441203786","full_name":"thomd/udacity-ml-with-tensor-flow","owner":"thomd","description":"Notes for the Udacity course \"Intro to ML with Tensor Flow - Scholarship Program Nanodegree Program\"","archived":false,"fork":false,"pushed_at":"2022-09-19T11:26:29.000Z","size":2286,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-05T21:42:43.837Z","etag":null,"topics":["machine-learning","python","udacity"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/thomd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-12-23T14:23:44.000Z","updated_at":"2022-09-19T11:26:50.000Z","dependencies_parsed_at":"2023-03-26T14:51:20.912Z","dependency_job_id":null,"html_url":"https://github.com/thomd/udacity-ml-with-tensor-flow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fudacity-ml-with-tensor-flow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fudacity-ml-with-tensor-flow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fudacity-ml-with-tensor-flow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thomd%2Fudacity-ml-with-tensor-flow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thomd","download_url":"https://codeload.github.com/thomd/udacity-ml-with-tensor-flow/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246365651,"owners_count":20765549,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["machine-learning","python","udacity"],"created_at":"2024-12-12T07:07:52.454Z","updated_at":"2026-05-20T05:43:00.502Z","avatar_url":"https://github.com/thomd.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning with TensorFlow\n\nNotes from the Udacity course **Intro to ML with Tensor Flow - Scholarship Program Nanodegree Program**\n\n1. [Linear Regression](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/1-linear-regression.ipynb) (Linear Regression, Polynomial Regression, L1- \u0026 L2-Regularization, Feature Scaling)\n2. [Perceptron  Algorithm](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/2-perceptron-algorithm.ipynb)\n3. [Decision Trees](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/3-decision-trees.ipynb)\n4. [Naive Bayes](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/4-naive-bayes.ipynb)\n5. [Support Vector Machines](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/5-support-vector-machines.ipynb)\n6. [Ensemble Methods](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/6-ensemble-methods.ipynb)\n7. [Model Evaluation Metrics](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/7-model-evaluation-metrics.ipynb)\n8. [Training and Tuning](https://nbviewer.jupyter.org/github/thomd/udacity-ml-with-tensor-flow/blob/main/8-training-and-tuning.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomd%2Fudacity-ml-with-tensor-flow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthomd%2Fudacity-ml-with-tensor-flow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomd%2Fudacity-ml-with-tensor-flow/lists"}