{"id":21115954,"url":"https://github.com/paritoshtripathi935/machine_learning_projects","last_synced_at":"2026-05-06T01:34:26.012Z","repository":{"id":110259074,"uuid":"392730397","full_name":"paritoshtripathi935/Machine_learning_projects","owner":"paritoshtripathi935","description":"Various machine Learning projects","archived":false,"fork":false,"pushed_at":"2022-04-18T15:31:21.000Z","size":8664,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-14T10:33:50.436Z","etag":null,"topics":["data-science","deep-learning","machine","machine-learning","machine-learning-algorithms","python","scikit-learn","statistics"],"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/paritoshtripathi935.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":"2021-08-04T15:01:18.000Z","updated_at":"2024-04-04T15:00:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"7f5f462b-0a20-48e9-ab72-73754099fb14","html_url":"https://github.com/paritoshtripathi935/Machine_learning_projects","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/paritoshtripathi935/Machine_learning_projects","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paritoshtripathi935%2FMachine_learning_projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paritoshtripathi935%2FMachine_learning_projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paritoshtripathi935%2FMachine_learning_projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paritoshtripathi935%2FMachine_learning_projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/paritoshtripathi935","download_url":"https://codeload.github.com/paritoshtripathi935/Machine_learning_projects/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paritoshtripathi935%2FMachine_learning_projects/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279015352,"owners_count":26085684,"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","status":"online","status_checked_at":"2025-10-13T02:00:06.723Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["data-science","deep-learning","machine","machine-learning","machine-learning-algorithms","python","scikit-learn","statistics"],"created_at":"2024-11-20T02:03:40.994Z","updated_at":"2025-10-13T13:35:45.476Z","avatar_url":"https://github.com/paritoshtripathi935.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align = \"center\"\u003eYou are welcome to contribute to this repository, you can contribute your repository of machine learning models, learning, and projects in the AI and ML fields. 😎\u003c/h1\u003e\n\n\u003ch1 align = \"center\"\u003eDataScience and Machine-Learning Roadmap 😎\u003c/h1\u003e\n\n\n\n\n![68747470733a2f2f7170682e66732e71756f726163646e2e6e65742f6d61696e2d71696d672d3637363130313064303137363262633930353438363038616564353966313133](https://user-images.githubusercontent.com/72249059/130321734-22646b5b-64f2-4d1b-8ef2-c6038da2f92e.png)\n\n\n```Show some ❤️ by starring this repo! ⭐ ```\n\n\n\nDefine Goal : PRODUCTS or ALGORITHMS\n\n\n## Maths\n- Linear Algebra (Matrix, Vector)\n\n- Statistics\n\n- Probability\n\n## Learn Python \u0026 its Libraries\n- Numpy\n \n- Pandas\n\n## Learn ML Algorithms\n- Supervised vs Unsupervised vs Reinforcement\n\n- Linear RegressionDefine Goal : PRODUCTS or ALGORITHMS\n\n\n## Maths\n- Linear Algebra (Matrix, Vector)\n\n- Statistics\n\n- Probability\n\n## Learn Python \u0026 its Libraries\n- Numpy\n\n- Pandas\n\n## Learn ML Algorithms\n- Supervised vs Unsupervised vs Reinforcement\n\n- Linear Regression, Logistic Regression, Clustering\n\n- KNN (K Nearest Neighbours)\n\n- SVM (Support Vector Machine)\n\n- Decision Trees\n\n- Random Forests\n\n- Overfitting, Underfitting\n\n- Regularization, Gradient Descent, Slope\n\n- Confusion Matrix\n\n## Data Preprocessing (for higher accuracy)\n- Handling Null Values\n\n- Standardization\n\n- Handling Categorical Values\n\n- One-Hot Encoding\n\n- Feature Scaling\n\n## Learn ML libraries\n- Scikit learn\n\n- Matplotlib\n\n- Tensorflow for DL\n\n\u003ch4\u003e1) Practice and participate in various competetions of kaggle\u003c/h4\u003e\n\u003ch4\u003e2) Explore projects on Github\u003c/h4\u003e\n\n## Resources :\n\n[Mathematics-1](http://www.maths.qmul.ac.uk/~pjc/notes/linalg.pdf)\n\n[Mathematics-2](https://www.mathsbox.org.uk/twi/astats.pdf)\n\n[Mathematics-2](https://www.youtube.com/playlist?list=PLLy_2iUCG87D1CXFxE-SxCFZUiJzQ3IvE)\n\n[Machine Learning Course by Google](https://developers.google.com/machine-learning/crash-course )\n\n[Python Basics](https://www.datacamp.com/courses/intro-to-python-for-data-science )\n\n[Stanford Course by Andrew ng](https://www.coursera.org/learn/machine-learning)\n\n[Made With ML](https://madewithml.com/)\n\n[Data Preprocessing](https://www.javatpoint.com/data-preprocessing-machine-learning )\n\n[Scikit Learn](https://scikit-learn.org/stable/)\n\n[Tensorflow](https://www.tensorflow.org/)\n\n[Kaggle](https://www.kaggle.com/)\n\n![ml-engineer](https://user-images.githubusercontent.com/72249059/130322175-10237b03-926f-4dcd-b5ce-3a60b392ad38.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparitoshtripathi935%2Fmachine_learning_projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fparitoshtripathi935%2Fmachine_learning_projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fparitoshtripathi935%2Fmachine_learning_projects/lists"}