list https://medium.freecodecamp.com/every-single-machine-learning-course-on-the-internet-ranked-by-your-reviews-3c4a7b8026c0 https://github.com/demidovakatya/vvedenie-mashinnoe-obuchenie AI and ML https://www.youtube.com/channel/UCfelJa0QlJWwPEZ6XNbNRyA/playlists google https://developers.google.com/machine-learning/crash-course/ JetBrains https://www.youtube.com/channel/UCdeSxuESqLOxuuwXNnqqbrA/playlists 2025 Simplilearn - Machine Learning With Python Full Course | Machine Learning Tutorial For Beginners | Simplilearn 0:00 of 8:03:49 https://www.youtube.com/watch?v=jc-5dy3Zi_0 Simplilearn - ChatGPT Full Course For 2025 | ChatGPT Tutorial For Beginnners | ChatGPT Course 0:00 of 11:55:00 https://www.youtube.com/watch?v=Dzd1H4Hqick Simplilearn - Machine Learning Full Course 2025 | Machine Learning Tutorial For Beginners 0:00 of 11:41:00 https://www.youtube.com/watch?v=KAkOmoGs-74 2024 freeCodeCamp - Machine Learning in 2024 – Beginner's Course 0:00 of 4:19:32 https://www.youtube.com/watch?v=bmmQA8A-yUA ChronisAcademy - ML from Zero of p2 https://www.youtube.com/watch?v=r5SvlSpaGfE https://www.youtube.com/watch?v=-rUgduaR8NY 2023 ZeroToMastery - Intro to Machine Learning & Data Science: Pandas, NumPy, Matplotlib | Beginner Course 0:00 of 8:33:55 https://www.youtube.com/watch?v=r67SfaiYaDI 2022 ML Lab ITMO - Zabashta - ML https://www.youtube.com/playlist?list=PLI83Pf8BmFlddvbImOe-8qhECKS-ljij8 2021 https://ml-mipt.github.io/ https://github.com/girafe-ai/ml-mipt https://github.com/girafe-ai/ml-mipt/blob/master/lecture_notes_basic__ru.pdf https://github.com/girafe-ai/ml-mipt/blob/master/lecture_notes_advanced__ru.pdf Nechaev - Applied ML https://www.youtube.com/playlist?list=PL4_hYwCyhAvY7k32D65q3xJVo8X8dc3Ye Ayush - Machine Learning Course for Beginners https://www.youtube.com/c/Neweraa/playlists https://www.youtube.com/watch?v=NWONeJKn6kc Jovian - ML with Python https://www.youtube.com/playlist?list=PLyMom0n-MBrq-KvGy4TSEa3PQnZ03OoM6 https://jovian.ai/learn/data-structures-and-algorithms-in-python PythonEngineer - ML from Scratch - Python Tutorials https://www.youtube.com/playlist?list=PLqnslRFeH2Upcrywf-u2etjdxxkL8nl7E 2021 Udemy - Mathematical Foundations of Machine Learning (Updated 09 - 2021) https://tutorialsplanet.net/mathematical-foundations-of-machine-learning/ magnet:?xt=urn:btih:f197d31fa2c367efd8734d5e8ec88d9ab14c9a60 magnet:?xt=urn:btih:2e0d99ac3594cad782734a47b5a6cb624d4cd745 ! 4.30g, good 2020 Lectorium - Nikolenko - ML https://www.youtube.com/playlist?list=PL-_cKNuVAYAW4GLcdxLWDfxVq9BJWE-YZ ITTensive - ML https://www.youtube.com/playlist?list=PL_CgZ0Ik6XuVJTJjpoD0ra23Qu07Cbr57 https://www.youtube.com/playlist?list=PL_CgZ0Ik6XuVFAi1XBNlsa318bsxIYwzo FPMI - Vorontsov - Math Fundamentals of ML https://www.youtube.com/playlist?list=PLk4h7dmY2eYHHTyfLyrl7HmP-H3mMAW08 http://www.machinelearning.ru/wiki/index.php?title=%D0%9C%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5_%28%D0%BA%D1%83%D1%80%D1%81_%D0%BB%D0%B5%D0%BA%D1%86%D0%B8%D0%B9%2C_%D0%9A.%D0%92.%D0%92%D0%BE%D1%80%D0%BE%D0%BD%D1%86%D0%BE%D0%B2%29 https://github.com/andriygav/MachineLearningSeminars Pluralsight Path - Python for Data Analysts https://tutsnode.net/python-for-data-analysts/ magnet:?xt=urn:btih:85bbc37de517e4d126d8a57f0b742946ae9ad50b ! 2.82g, good, a lot of material (small-res) 2019 Stanford - CS221 - AI Principles and Techniques https://www.youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX MailRu - Data Mining https://www.youtube.com/playlist?list=PLrCZzMib1e9qq4fABTTgA5XPB-N1aahIV Razumovskiy - ML from a Teapot https://www.youtube.com/playlist?list=PLe7DnUBGwkT4liftHrLwPf6o3P63nCVwG Raznikov - Kazan - ML Lections https://vk.com/machine_learning_kfu https://www.youtube.com/channel/UCcY6LFZNgZHR2skk4K_-PKw https://www.youtube.com/playlist?list=PL6-BrcpR2C5RYoCAmC8VQp_rxSh0i_6C6 MIPT - Dorofeev - Neural Net Technologies https://www.youtube.com/playlist?list=PLHOMZXOczEYMXTOZRP4-pVzttVKs6MHSa https://drive.google.com/drive/folders/188NNm7KPow6x7SzhzeRJpo3FXu1O2ib- MIPT - Vlasov - ML https://www.youtube.com/playlist?list=PLHOMZXOczEYPPyq_L7RcEwo4r0YQzEE4p https://github.com/ml-dafe/ml_mipt_dafe_minor VSHE - ML https://www.youtube.com/playlist?list=PLEqoHzpnmTfDwuwrFHWVHdr1-qJsfqCUX MIPT - FIVT - Applied ML Course 4 https://www.youtube.com/playlist?list=PL4_hYwCyhAvYvuHz_PKlEV-kOsK2bwUBg MIPT - FIVT - Neichev - ML Course 3 https://www.youtube.com/playlist?list=PL4_hYwCyhAvasRqzz4w562ce0esEwS0Mt Brovko - ML https://www.youtube.com/playlist?list=PLwwk4BHih4fgeBNLlWE3MUlyKMzPZhmX9 Berkeley https://inst.eecs.berkeley.edu/~cs188/fa18/ Intel - TF https://software.intel.com/en-us/ai/courses/tensorflow RomanovSlinko - ML & CV https://www.youtube.com/playlist?list=PLwwk4BHih4fj4DyxylZTHcdYk3L2MC2pa 2018 MFTI - Vlasov https://www.youtube.com/playlist?list=PLHOMZXOczEYMJ2AOakOdqwZ1Y-RXCs0U5 https://www.youtube.com/playlist?list=PLHOMZXOczEYOc5PHIIUp1ByP1LeLmxCFh https://github.com/VlasovKirill/ml_mipt_dafe_minor https://drive.google.com/drive/folders/1aRUNkV-3njrbSD2frVjk2Tf3aAIa_02_ MFTI - Dorofeev https://www.youtube.com/playlist?list=PLHOMZXOczEYMXTOZRP4-pVzttVKs6MHSa https://drive.google.com/drive/folders/188NNm7KPow6x7SzhzeRJpo3FXu1O2ib- VSHE - Schurov https://www.youtube.com/channel/UC8wh_LB6mxOFYadH2l27P2Q http://wiki.cs.hse.ru/%D0%9C%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BD%D0%B0_%D0%BC%D0%B0%D1%82%D1%84%D0%B0%D0%BA%D0%B5_2018/2019 Nikolenko - ML at Lectorium https://www.youtube.com/playlist?list=PL-_cKNuVAYAWXoVzVEDCT-usTEBHUf4AF MFTI - ML https://www.youtube.com/playlist?list=PL0Ks75aof3Ti5IBKAD4234VkMVnI4ecky FPMI https://www.youtube.com/channel/UCFTNoZYjkg-3LZTHrHfV1nQ/playlists CMU - NN https://www.youtube.com/channel/UC8hYZGEkI2dDO8scT8C5UQA https://www.youtube.com/playlist?list=PLp-0K3kfddPyH44FP0dl0CbYprvTcfgOI https://www.youtube.com/playlist?list=PLp-0K3kfddPwJBJ4Q8We-0yNQEG0fZrSa https://www.youtube.com/watch?v=Qbztx1CfSfo https://www.youtube.com/watch?v=zlnQyxiEGNM https://www.youtube.com/watch?v=HyjB2uMZK5k AI and ML history https://www.youtube.com/playlist?list=PLDCR37g8W9nHI3LDgZ6xRexrCHgUzBnvz Notes of Ng - Intro to DeepLearning https://www.slideshare.net/TessFerrandez/notes-from-coursera-deep-learning-courses-by-andrew-ng Python for Data Analysis https://www.youtube.com/channel/UCVZrIrWtcvTzYlrNx7RcDyg https://github.com/cuttlefishh/python-for-data-analysis 2017 Small... https://vk.com/wall-54530371_62307 Shamin: https://www.youtube.com/channel/UCwUntaFteJeGbyDgF9eN_tw https://www.youtube.com/playlist?list=PLEaWFQiR5rGP2lbmBaybBWmBqvM6XlknL https://www.youtube.com/playlist?list=PLEaWFQiR5rGNfZJia5f5Fwk2Wzx1SyusF Jay - Deep Learning Concepts https://www.youtube.com/playlist?list=PLX-LrBk6h3wQKdrSyGZeN9m4I3n_bDmzg Oxford https://github.com/oxford-cs-deepnlp-2017/lectures ComputerScienceCenter 2017 - ML https://www.youtube.com/playlist?list=PLlb7e2G7aSpSSsCeUMLN-RxYOLAI9l2ld CMU https://www.youtube.com/playlist?list=PLpIxOj-HnDsOSL__Buy7_UEVQkyfhHapa https://www.youtube.com/playlist?list=PLpIxOj-HnDsPfw9slkk0BfwuiNEYVnsd_ Shamin - MIAN http://www.mathnet.ru/conf1243 https://www.youtube.com/playlist?list=PLEaWFQiR5rGP2lbmBaybBWmBqvM6XlknL OpenDataScience - ML Course https://github.com/Yorko/mlcourse_open https://habrahabr.ru/company/ods/blog/334960/ https://www.youtube.com/channel/UCgGADKKGalfwSNbpSyM5ryg MailRu - Neural Nets in ML https://habrahabr.ru/company/ods/blog/344044/ https://habrahabr.ru/company/mailru/blog/344982/.com.-neyronnye-seti-v-mashi https://www.youtube.com/playlist?list=PLrCZzMib1e9oOGNLh6_d65HyfdqlJwTQP https://vk.com/videos-75410445?section=album_3 https://medium.com/open-machine-learning-course Lectorium - ML (misc stuff) https://www.youtube.com/playlist?list=PL-_cKNuVAYAVwvhnk-6V22MvKDWNrkXDJ Utah https://www.youtube.com/playlist?list=PLbuogVdPnkCp_NoCPNUP18mbSUCplf9D0 https://www.youtube.com/playlist?list=PLbuogVdPnkCoAsjNMeh_1W8LlK06u91r1 https://www.youtube.com/playlist?list=PLbuogVdPnkCpJorD_CeIqRrYsdF-i-APC https://www.youtube.com/playlist?list=PLbuogVdPnkCrK5Y-UOG6KCMgw498LtmIf https://www.youtube.com/playlist?list=PLbuogVdPnkCpH0_nLD5bumuM56ZQSjvIB Kuralenok https://www.youtube.com/playlist?list=PLlb7e2G7aSpSSsCeUMLN-RxYOLAI9l2ld Abbakumov (ru) - R-based: https://www.youtube.com/playlist?list=PLlb7e2G7aSpTh7pQG8ek1Uv5-zatv84vY CMTV - NN Simple https://www.youtube.com/playlist?list=PLDywto_IU4_4nP7LUZRzQ5QKoglE-WBtT 2016 Howard - Practical DL for coders https://www.youtube.com/playlist?list=PLfYUBJiXbdtS2UQRzyrxmyVHoGW0gmLSM http://course.fast.ai/ https://github.com/fastai/courses http://wiki.fast.ai/index.php/Main_Page Stepik - Brovko - NNs 2016 https://stepik.org/course/401 https://www.youtube.com/playlist?list=PLwwk4BHih4fjZmSEwx_RcR1na6cQiV90z ComputerScienceCenter 2016 - ML https://www.youtube.com/playlist?list=PLlb7e2G7aSpSWVExpq74FnwFnWgLby56L CMU - Wasserman - Statistical ML http://www.stat.cmu.edu/~larry/=sml/ https://www.youtube.com/playlist?list=PLTB9VQq8WiaCBK2XrtYn5t9uuPdsNm7YE Kovalevski - only last 3 videos https://www.youtube.com/playlist?list=PLsQAG1V_t58COuo7oRYsvdvwa9mfUK8RS CMTV https://www.youtube.com/playlist?list=PLDywto_IU4_4nP7LUZRzQ5QKoglE-WBtT MIPT - RUDN - Kantor - Data Mining in Action !!! http://datamininginaction.ru/ https://vk.com/data_mining_in_action https://github.com/vkantor/MIPT_Data_Mining_In_Action_2016 https://www.youtube.com/channel/UCop3CelRVvrchG5lsPyxvHg/ https://www.slideshare.net/xeadwl/lecture-1-introduction-66914456 VSHE - Sokolov http://wiki.cs.hse.ru/%D0%9C%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5_1 https://github.com/esokolov/ml-course-hse https://www.lektorium.tv/lecture/31402 https://www.youtube.com/watch?v=ZyRJ9EMWztg Kuralenok https://www.youtube.com/playlist?list=PLlb7e2G7aSpSWVExpq74FnwFnWgLby56L MailRu2015 - DataMining https://www.youtube.com/playlist?list=PLrCZzMib1e9pXgyJ8Y9Io4AocGy66pj1X 2014 MSU-Technosphere !!! https://www.slideshare.net/Technosphere1/presentations MailRu2014 - DataMining https://www.youtube.com/playlist?list=PLrCZzMib1e9pyyrqknouMZbIPf4l3CwUP Shad2014 - Vorontsov https://www.youtube.com/playlist?list=PLJOzdkh8T5kp99tGTEFjH_b9zqEQiiBtC Shad2012 - Vorontsov https://www.youtube.com/playlist?list=PLJOzdkh8T5kpGiIQttuMwo3jLciewjd7R 2013 Kuralenok - ML https://www.youtube.com/playlist?list=PLwwk4BHih4fiW5DSoT1dwmj8-waqe-DMX 2012 Kuralenok - Lectorium - ML https://www.youtube.com/playlist?list=PL-_cKNuVAYAV8HV5N2sbZ72KFoOaMXhxc https://www.youtube.com/playlist?list=PLwwk4BHih4fj4uw9fKjU8AaDtCgBcPs23 2010 MIT - Windton - 6.034 Artificial Intelligence !!! https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/ https://www.youtube.com/playlist?list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi Vorontsov http://www.machinelearning.ru/wiki/images/6/6d/Voron-ML-1.pdf https://www.coursera.org/learn/vvedenie-mashinnoe-obuchenie https://www.coursera.org/specializations/machine-learning-data-analysis ML - step to digital economy: https://www.youtube.com/watch?v=H5waFQ1ARF8 Shad2014 - Vorontsov https://www.youtube.com/playlist?list=PLJOzdkh8T5kp99tGTEFjH_b9zqEQiiBtC Shad2012 - Vorontsov https://www.youtube.com/playlist?list=PLJOzdkh8T5kpGiIQttuMwo3jLciewjd7R Optimization in ML http://www.machinelearning.ru/wiki/index.php?title=%D0%9C%D0%B5%D1%82%D0%BE%D0%B4%D1%8B_%D0%BE%D0%BF%D1%82%D0%B8%D0%BC%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D0%B8_%D0%B2_%D0%BC%D0%B0%D1%88%D0%B8%D0%BD%D0%BD%D0%BE%D0%BC_%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B8_%28%D0%BA%D1%83%D1%80%D1%81_%D0%BB%D0%B5%D0%BA%D1%86%D0%B8%D0%B9%29/2017 Convex https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf TensorFlow - ML https://developers.google.com/machine-learning/crash-course/