{"id":15135911,"url":"https://github.com/har8899/python-for-machine-learning","last_synced_at":"2026-01-29T03:09:47.943Z","repository":{"id":249400416,"uuid":"830485926","full_name":"Har8899/Python-for-Machine-Learning","owner":"Har8899","description":null,"archived":false,"fork":false,"pushed_at":"2024-07-29T15:12:08.000Z","size":77,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T23:29:05.991Z","etag":null,"topics":["arrays","matrices","oreilly","pycharm","python","pythonforeverybody","pythonformachinelearning","vectors"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Har8899.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":"2024-07-18T11:15:43.000Z","updated_at":"2024-07-26T10:59:16.000Z","dependencies_parsed_at":"2024-10-31T14:22:07.924Z","dependency_job_id":null,"html_url":"https://github.com/Har8899/Python-for-Machine-Learning","commit_stats":{"total_commits":7,"total_committers":1,"mean_commits":7.0,"dds":0.0,"last_synced_commit":"274b562f646be021de0afe7be8de9c5e035cac70"},"previous_names":["har8899/python-for-machine-learning"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Har8899%2FPython-for-Machine-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Har8899%2FPython-for-Machine-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Har8899%2FPython-for-Machine-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Har8899%2FPython-for-Machine-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Har8899","download_url":"https://codeload.github.com/Har8899/Python-for-Machine-Learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247415783,"owners_count":20935383,"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":["arrays","matrices","oreilly","pycharm","python","pythonforeverybody","pythonformachinelearning","vectors"],"created_at":"2024-09-26T06:01:37.181Z","updated_at":"2026-01-29T03:09:47.884Z","avatar_url":"https://github.com/Har8899.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine-Learning-basics\n## Vectors, Matrices and Arrays \n\u003cdetails\u003e \u003csummary\u003eProblems\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e 1.1 Creating a Vector \u003ca href=\"/00Vector Matrices And Arrays/100Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.2 Create a Matrix \u003ca href=\"/00Vector Matrices And Arrays/101Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e 1.3 Selecting Elements \u003ca href=\"/00Vector Matrices And Arrays/102Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.4 Describe a Matrix \u003ca href=\"/00Vector Matrices And Arrays/103Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.5 Applying operations to elements \u003ca href=\"/00Vector Matrices And Arrays/104Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.6 Finding minimun and maximum values \u003ca href=\"/00Vector Matrices And Arrays/105Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.7 Calculating Average, Variance and Standard Deviation \u003ca href=\"/00Vector Matrices And Arrays/106Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.8 Reshaping Arrarys \u003ca href=\"/00Vector Matrices And Arrays/107Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.9 Transposing the Matrix \u003ca href=\"/00Vector Matrices And Arrays/108Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.10 Flattening a Matrix \u003ca href=\"/00Vector Matrices And Arrays/109Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.11 Rank of the Matrix \u003ca href=\"/00Vector Matrices And Arrays/110Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.12 determinat of a matrix \u003ca href=\"/00Vector Matrices And Arrays/111Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.13 Getting the Diagonal of a Matrix \u003ca href=\"/00Vector Matrices And Arrays/112Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.14 Calculating the Trace of a Matrix \u003ca href=\"/00Vector Matrices And Arrays/113Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.15 Finding Eigenvalues and Eigenvectors \u003ca href=\"/00Vector Matrices And Arrays/114Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.16 Calculating Dot Products \u003ca href=\"/00Vector Matrices And Arrays/115Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.17 Adding and Subtracting Matrices \u003ca href=\"/00Vector Matrices And Arrays/116Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.18 Multiplying Matrices \u003ca href=\"/00Vector Matrices And Arrays/117Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.19 Inverting a Matrix \u003ca href=\"/00Vector Matrices And Arrays/118Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e1.20 Generating Random Values \u003ca href=\"/00Vector Matrices And Arrays/119Problem.py\"\u003elink\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\n## Loading Data\n\u003cdetails\u003e\n  \u003csummary\u003eProblems\u003c/summary\u003e\n  \u003cul\u003e \n    \u003cli\u003e 2.1 Loading a Sample Dataset \u003ca herf=\"/01Loading Data/00Problem.py\"\u003eLink\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e2.2 Creating a Simulated Dataset\u003c/li\u003e\n    \u003cli\u003e2.3 Loading a CSV File \u003c/li\u003e\n    \u003cli\u003e2.4 Loading an Excel File \u003c/li\u003e\n    \u003cli\u003e 2.5 Loading a JSON File\u003c/li\u003e\n    \u003cli\u003e2.6 Querying a SQL Database \u003c/li\u003e\n                                    \n  \u003c/ul\u003e \n\u003c/details\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhar8899%2Fpython-for-machine-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhar8899%2Fpython-for-machine-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhar8899%2Fpython-for-machine-learning/lists"}