{"id":17024751,"url":"https://github.com/moaminsharifi/my-ai-resource","last_synced_at":"2025-10-15T23:03:14.816Z","repository":{"id":128496480,"uuid":"184917646","full_name":"moaminsharifi/my-ai-resource","owner":"moaminsharifi","description":"Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. 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In here I list paid and free course and books.**help me with star the project**\n\n\n## I Hope Enjoy Them\n\n--- \n# table of content:\n - [Math ( mostly linear algebra )](#math)\n    - [Video Courses](#math---course)\n    - [Books](#math---books)\n - [AI - Artificial Intelligence](#ai---artificial-intelligence-basics-)\n    - [Video Courses](#ai---course)\n    - [Books](#ai---books)\n - [ML - Machine Learning](#machine-learning)\n    - [Video Courses](#ml---course)\n    - [Books](#ml---books)\n  - [DL - Deep Learning](#deep-learning)\n      - [Video Courses](#dl---course)\n      - [Books](#dl---books)\n      - [Youtube Channels](#dl---youtube-channels)\n  - **Extra**\n    - Data Science\n    - [Programing](#programing)\n      - [Python](#python-resource)\n---\n## Math \n### Math - Course\n - [khanacademy](https://khanacademy.org/) and [persian khanacademy](https://fa.khanacademy.org/)\n - [Learn Algebra - Youtube PlayList](https://www.youtube.com/watch?v=B_WCI_A944E\u0026list=PLGLfVvz_LVvQ_hHKxblsjZhfT9Pc4X8CO)\n - [Essence of linear algebra - Youtube PlayList](https://www.youtube.com/watch?v=fNk_zzaMoSs\u0026list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)\n### Math - Books\n\n---\n## AI - Artificial Intelligence Basics :\n### AI - Course\n\nHow About Learn AI From Bests? in Udacity You Can **Learn Free** (FREE!) AI:\nInstructors:\n[# Intro to Artificial Intelligence](https://eu.udacity.com/course/intro-to-artificial-intelligence--cs271?utm_medium=referral\u0026utm_campaign=api)\n\n### AI - Books\n- Artificial Intelligence: A Modern Approach by **Peter Norvig**\n\n\n#### Peter Norvig\nWriter of Classic AI Book  ([Artificial Intelligence: A Modern Approach](http://aima.cs.berkeley.edu/)) \n#### Sebastian Thrun\nCo Founder Of Udacity (And Who Work a lot in AI Filed)\nThen, How To learn Classic Without Book?\n([Artificial Intelligence: A Modern Approach](http://aima.cs.berkeley.edu/))  is a Good One.\n\n\n---\n## Machine Learning\n### ML - Course\n\nthere is very course and paper about Machine Learning\n#### Frees:\n- [google edu](https://ai.google/education/)\n- [google ML Crash course](https://developers.google.com/machine-learning/crash-course/ml-intro)\n- [Udacity -  Machine Learning](https://eu.udacity.com/course/machine-learning--ud262)\n- [Udacity -  Machine Learning Unsupervised Learning](https://eu.udacity.com/course/machine-learning-unsupervised-learning--ud741)\n#### Paid:\n- [Udemy - Machine Learning A-Z™: Hands-On Python \u0026 R In Data Science](https://www.udemy.com/machinelearning/)\n- [Udemy - Machine Learning and AI: Support Vector Machines in Python](https://www.udemy.com/course/support-vector-machines-in-python/) one of the Good course about SVM and Linear Models *for more information about SVM Read [Hands-On Machine Learning Book](#ml---books)*\n\n\nfor [**Youtube Chanels**](#dl---youtube-channels) see in Deep Learning part\n### ML - Books\n\nMy First Real Book is Learning From Data\n- [Learning From Data](http://amlbook.com/)\n- [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition - First Part](https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/)\n\n\n\n---\n## Deep Learning\nMy Favorite Area in AI is Deep Learning, I Start With Algorithms paper Like [ANT Colony](https://scholar.google.com/scholar?q=ant%20colony%20optimization%20deep%20learning) And When Learn More In ML Learn Deep Learning. At First I Use Persian Resources Then Switch To English Resource After Testing A lot Resources There Is My Favorite Resource To Learn Deep Learning.\n\n### DL - Course\n\n\n#### Udacity:\n\n**FREE COURSES**\n\n- [ Deep Learning by Google in Udacity](https://eu.udacity.com/course/deep-learning--ud730)\n\n- Then Let's Learn TensorFlow [Tensorflow free course](https://eu.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187)\n- [Dive into Deep Learning Course](https://courses.d2l.ai/berkeley-stat-157/index.html)\n- [Adrew Ng](www.deeplearning.ai) is Awesome Teacher, Who Teach in Simple Way. *To Start Just Go To www.deeplearning.ai and Enroll FREE*\n\n##### DL - Youtube Channels:\n\n\n- [Data School](https://www.youtube.com/channel/UCnVzApLJE2ljPZSeQylSEyg) \n- [Jeff Heaton](https://www.youtube.com/channel/UCR1-GEpyOPzT2AO4D_eifdw) is great person and teach every well in diifrent topic \n- [deeplizard](https://www.youtube.com/channel/UC4UJ26WkceqONNF5S26OiVw)\n- [Andreas Maier](https://www.youtube.com/channel/UCoiMqX5FHfk_KDow7xSe7pg)\n- [Luis Serrano](https://www.youtube.com/channel/UCgBncpylJ1kiVaPyP-PZauQ) one of great diifrent topic Channel\n- [Derek Banas ](https://www.youtube.com/channel/UCwRXb5dUK4cvsHbx-rGzSgw)\n- [Aidinism - Persian](https://www.youtube.com/channel/UCng61h_6CH2FHu9VSsSP1Uw) Aidinism is one of my favorite Channel in persian languages\n- **[sentdex](https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ) is Well-Known person in teaching **\n\n*[Siraj Raval](https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A)* in the past I said \"siraj is good and fun Instructor\" but after all time I think 50 50 on it but still in the list.\n\n### DL - Books\n- [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition - Second Part](https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/)\n- [Dive into Deep Learning](https://d2l.ai/)\n\n---\n\n### Extra Part\n\n## Programing:\n\n### Basic:\n - [Udacity -  Intro to Data Structures and Algorithms in Python](https://www.udacity.com/course/data-structures-and-algorithms-in-python--ud513)\n### git:\n- [Udacity -  Version Control with Git](https://www.udacity.com/course/version-control-with-git--ud123)\n- [ProGit Book](https://git-scm.com/book/en/v2)\n\n### python resource:\n- [pythontips Book](https://book.pythontips.com/)\n- [Udacity -  Software Testing in Python](https://www.udacity.com/course/software-testing--cs258)\n- [Udacity -  Software Debugging in Python](https://www.udacity.com/course/software-debugging--cs259)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoaminsharifi%2Fmy-ai-resource","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmoaminsharifi%2Fmy-ai-resource","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoaminsharifi%2Fmy-ai-resource/lists"}