{"id":18963702,"url":"https://github.com/ajaymache/machine-learning-yearning","last_synced_at":"2025-04-16T05:31:26.122Z","repository":{"id":37276529,"uuid":"129953207","full_name":"ajaymache/machine-learning-yearning","owner":"ajaymache","description":"Machine Learning Yearning book by  🅰️𝓷𝓭𝓻𝓮𝔀 🆖","archived":false,"fork":false,"pushed_at":"2018-12-20T02:08:09.000Z","size":9716,"stargazers_count":1034,"open_issues_count":2,"forks_count":291,"subscribers_count":51,"default_branch":"master","last_synced_at":"2024-11-08T14:22:50.575Z","etag":null,"topics":["andrew-ng-machine-learning","andrew-ng-machine-learning-yearning","deep-learning","deep-learning-andrew-ng","deeplearning-ai","machine-learning","machine-learning-coursera","machine-learning-yearning"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ajaymache.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-04-17T19:12:29.000Z","updated_at":"2024-11-05T16:49:15.000Z","dependencies_parsed_at":"2022-07-14T04:10:29.362Z","dependency_job_id":null,"html_url":"https://github.com/ajaymache/machine-learning-yearning","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/ajaymache%2Fmachine-learning-yearning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajaymache%2Fmachine-learning-yearning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajaymache%2Fmachine-learning-yearning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajaymache%2Fmachine-learning-yearning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ajaymache","download_url":"https://codeload.github.com/ajaymache/machine-learning-yearning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249201117,"owners_count":21229004,"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-machine-learning","andrew-ng-machine-learning-yearning","deep-learning","deep-learning-andrew-ng","deeplearning-ai","machine-learning","machine-learning-coursera","machine-learning-yearning"],"created_at":"2024-11-08T14:21:25.990Z","updated_at":"2025-04-16T05:31:23.812Z","avatar_url":"https://github.com/ajaymache.png","language":null,"funding_links":[],"categories":["Uncategorized"],"sub_categories":["Uncategorized"],"readme":"\u003cp align=\"center\"\u003e\u003cimg src=\"/images/mly.png\"\u003e\u003c/p\u003e\n\n# Machine Learning Yearning \u0026nbsp;[![Tweet](https://img.shields.io/twitter/url/http/shields.io.svg?style=social)](https://twitter.com/intent/tweet?text=Machine%20Learning%20Yearning%2C%20book%20by%20Andrew%20Ng%20\u0026url=https://github.com/ajaymache/machine-learning-yearning\u0026hashtags=machinelearning,ML,AI,deeplearning,andrewng,coursera,datascience)\u0026nbsp;\u0026nbsp;![license](/shields/license-free-orange.svg)\u0026nbsp;\u0026nbsp;[![GitHub issues](https://img.shields.io/github/issues/ajaymache/travis-ci-with-github.svg?colorB=99cc33)](https://github.com/ajaymache/travis-ci-with-github/issues)\u0026nbsp;\u0026nbsp;![Contributions](/shields/contributions.svg)\n\n#### Technical Strategy for AI Engineers, In the Era of Deep Learning\n\nAuthor : 🅰️𝓷𝓭𝓻𝓮𝔀 🆖\n### About\n\nThe book has been divided into 13 parts originally by _**Prof. Andrew NG**_ along with the complete book with all the parts consolidated. In this book you will learn how to align on ML strategies in a team setting, as well as how to set up development (dev) sets and test sets. Recommendations for how to set up dev/test sets have been changing as Machine Learning is moving toward bigger datasets, and this explains how you should do it for modern ML projects.\n\n### Contents\n:zero::zero: [Full Book](/full%20book/machine-learning-yearning.pdf)  \n\n:zero::one: [Chapters 1 to 14](machine-learning-yearning-part1.pdf)\n\n:zero::two: [Chapters 15 to 19](machine-learning-yearning-part2.pdf)\n\n:zero::three: [Chapters 20 to 22](machine-learning-yearning-part3.pdf)\n\n:zero::four: [Chapters 23 to 27](machine-learning-yearning-part4.pdf)\n\n:zero::five: [Chapters 28 to 30](machine-learning-yearning-part5.pdf)\n\n:zero::six: [Chapters 31 to 32](machine-learning-yearning-part6.pdf)\n\n:zero::seven: [Chapters 33 to 35](machine-learning-yearning-part7.pdf)\n\n:zero::eight: [Chapters 36 to 39](machine-learning-yearning-part8.pdf)\n\n:zero::nine: [Chapters 40 to 43](machine-learning-yearning-part9.pdf)\n\n:one::zero: [Chapters 44 to 46](machine-learning-yearning-part10.pdf)\n\n:one::one: [Chapters 47 to 49](machine-learning-yearning-part11.pdf)\n\n:one::two: [Chapters 50 to 52](machine-learning-yearning-part12.pdf)\n\n:one::three: [Chapters 53 to 58](machine-learning-yearning-part13.pdf)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajaymache%2Fmachine-learning-yearning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fajaymache%2Fmachine-learning-yearning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajaymache%2Fmachine-learning-yearning/lists"}