{"id":20767952,"url":"https://github.com/aitamilnadu/nn","last_synced_at":"2026-04-06T21:31:07.218Z","repository":{"id":111522722,"uuid":"147938424","full_name":"aitamilnadu/nn","owner":"aitamilnadu","description":"Neural Network Best Resources","archived":false,"fork":false,"pushed_at":"2019-10-24T18:16:49.000Z","size":17,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-19T21:58:46.218Z","etag":null,"topics":["cnn","gan","keras","neural-network","neural-network-tutorials","neural-networks","nn","pytorch","rnn","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/aitamilnadu.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":"2018-09-08T14:02:32.000Z","updated_at":"2024-10-06T17:35:25.000Z","dependencies_parsed_at":"2023-04-13T14:48:38.226Z","dependency_job_id":null,"html_url":"https://github.com/aitamilnadu/nn","commit_stats":null,"previous_names":["aitamilnadu/nn"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aitamilnadu/nn","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aitamilnadu%2Fnn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aitamilnadu%2Fnn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aitamilnadu%2Fnn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aitamilnadu%2Fnn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aitamilnadu","download_url":"https://codeload.github.com/aitamilnadu/nn/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aitamilnadu%2Fnn/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31491095,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-06T17:22:55.647Z","status":"ssl_error","status_checked_at":"2026-04-06T17:22:54.741Z","response_time":112,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["cnn","gan","keras","neural-network","neural-network-tutorials","neural-networks","nn","pytorch","rnn","tensorflow"],"created_at":"2024-11-17T11:34:00.503Z","updated_at":"2026-04-06T21:31:07.193Z","avatar_url":"https://github.com/aitamilnadu.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Neural Networks \u0026 Deep Learning\n\n## YouTube Tutorials\n\n### How Deep Neural Networks Work by Brandon Rohrer\nhttps://www.youtube.com/watch?v=ILsA4nyG7I0\n\nhttps://brohrer.github.io/how_neural_networks_work.html\n\n### A friendly introduction to Deep Learning and Neural Networks by Luis Serrano\nhttps://www.youtube.com/watch?v=BR9h47Jtqyw\n\n### Visual Introduction to Neural Network by [3Blue1Brown](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw)\n\nhttps://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi\n\n### Deep Learning Demystified\nhttps://www.youtube.com/watch?v=Q9Z20HCPnww\n\nhttp://brohrer.github.io/deep_learning_demystified.html\n\n## Courses\n### How Deep Neural Networks Work by Brandon Rohrer\nA conceptual overview of neural networks, the workhorse of artificial intelligence\nhttps://end-to-end-machine-learning.teachable.com\n\n### Stanford Winter Quarter 2016 class: CS231n: Convolutional Neural Networks for Visual Recognition by Andrej Karpathy\nhttps://www.youtube.com/playlist?list=PLkt2uSq6rBVctENoVBg1TpCC7OQi31AlC\n\nLatest Course : http://cs231n.stanford.edu/\n\n# Machine Learning\n\n## A Friendly Introduction to Machine Learning by Luis Serrano\nhttps://www.youtube.com/watch?v=IpGxLWOIZy4\n\nThis video explains\n* What is Machine Learning? Humans learn from past experiences, computers learn from previous data.\n* Linear Regression: Finding the line that works best between a given set of points.\n* Gradient Descent : Square of error minimization to get best line fit\n* Detecting Spam e-mails with Naive Bayes Algorithm\n* Decision Tree\n* Logistic Regression\n* Neural network as a logistic regression set intersection\n* Support Vector Machine with linear optimization\n* Kernel trick: planes for curves and vice-versa\n* K-Means clustering\n* Hierarchical Clustering\n* Summary\n\n## Machine Learning Cheatsheet\nBrief visual explanations of machine learning concepts with diagrams, code examples and links to resources for learning more.\n\nhttps://ml-cheatsheet.readthedocs.io/en/latest/","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faitamilnadu%2Fnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faitamilnadu%2Fnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faitamilnadu%2Fnn/lists"}