{"id":18244220,"url":"https://github.com/nouraalgohary/machine-learning-specialization","last_synced_at":"2025-08-27T07:21:45.879Z","repository":{"id":48135817,"uuid":"516564760","full_name":"NouraAlgohary/Machine-Learning-Specialization","owner":"NouraAlgohary","description":null,"archived":false,"fork":false,"pushed_at":"2023-01-02T20:30:49.000Z","size":1156,"stargazers_count":7,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-11T16:13:16.073Z","etag":null,"topics":["andrew-ng","andrew-ng-machine-learning","coursera","deeplearning-ai","machine-learning","python","tensorflow"],"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/NouraAlgohary.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}},"created_at":"2022-07-22T00:55:10.000Z","updated_at":"2025-02-09T07:39:31.000Z","dependencies_parsed_at":"2023-02-01T04:01:14.957Z","dependency_job_id":null,"html_url":"https://github.com/NouraAlgohary/Machine-Learning-Specialization","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/NouraAlgohary/Machine-Learning-Specialization","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NouraAlgohary%2FMachine-Learning-Specialization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NouraAlgohary%2FMachine-Learning-Specialization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NouraAlgohary%2FMachine-Learning-Specialization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NouraAlgohary%2FMachine-Learning-Specialization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NouraAlgohary","download_url":"https://codeload.github.com/NouraAlgohary/Machine-Learning-Specialization/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NouraAlgohary%2FMachine-Learning-Specialization/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265738592,"owners_count":23820167,"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":["andrew-ng","andrew-ng-machine-learning","coursera","deeplearning-ai","machine-learning","python","tensorflow"],"created_at":"2024-11-05T09:15:49.651Z","updated_at":"2025-07-18T10:09:56.419Z","avatar_url":"https://github.com/NouraAlgohary.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine-Learning-Specialization\n Specialization [link](https://www.coursera.org/specializations/machine-learning-introduction)\n \n## 1. Supervised Machine Learning: Regression and Classification\nProgramming Assignments:\n- [Week 2 practice lab: Linear regression](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Supervised%20Machine%20Learning:%20Regression%20and%20Classification/C1_W2_Linear_Regression.ipynb)\n- [Week 3 practice lab: logistic regression](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Supervised%20Machine%20Learning:%20Regression%20and%20Classification/C1_W3_Logistic_Regression.ipynb)\n\n## 2. Advanced Learning Algorithms\nProgramming Assignments:\n- [Practice Lab: Neural Networks for Binary Classification](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Advanced%20Learning%20Algorithms/C2_W1_Assignment.ipynb)\n- [Practice Lab: Neural Networks for Multiclass classification](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Advanced%20Learning%20Algorithms/C2_W2_Assignment.ipynb)\n- [Practice Lab: Advice for Applying Machine Learning](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Advanced%20Learning%20Algorithms/C2_W3_Assignment.ipynb)\n- [Practice Lab: Decision Trees](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Advanced%20Learning%20Algorithms/C2_W4_Decision_Tree_with_Markdown.ipynb)\n\n## 3. Unsupervised Learning, Recommenders, Reinforcement Learning\nProgramming Assignments:\n- [k-means](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/C3_W1_KMeans_Assignment.ipynb)\n- [Anomaly Detection](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/C3_W1_Anomaly_Detection.ipynb)\n- [Collaborative Filtering Recommender Systems](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/C3_W2_Collaborative_RecSys_Assignment.ipynb)\n- [Deep Learning for Content-Based Filtering](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/C3_W2_RecSysNN_Assignment.ipynb)\n- [Reinforcement Learning](https://github.com/NouraAlgohary/Machine-Learning-Specialization/blob/main/Unsupervised%20Learning%2C%20Recommenders%2C%20Reinforcement%20Learning/C3_W3_A1_Assignment.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnouraalgohary%2Fmachine-learning-specialization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnouraalgohary%2Fmachine-learning-specialization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnouraalgohary%2Fmachine-learning-specialization/lists"}