Saturday, May 11, 2024

How To Learn AI 🧠 (These) Resources Are ALL You Need


Stuff you need to learn AI 0:07 AI Courses 0:50 AI Books 1:25 AI YouTube Tutorials 1:56 ChatGPT 2:03 AI Papers and Journals 2:45 AI Communities and Forums 3:28 AI Blogs 3:53 AI Newsletters 4:19 AI Competitions 4:40 Networking: AI Meetups 5:07 Networking: AI Conferences in 2024 5:53 AI Projects Courses Python for Everybody https://www.py4e.com/ Mathematics for Machine Learning and Data Science Specialization https://www.coursera.org/specializations/machine-learning-introduction Machine Learning Specialization https://www.coursera.org/specializations/machine-learning-introduction Deep Learning Specialization https://www.coursera.org/specializations/deep-learning TensorFlow Developer Professional Certificate https://www.coursera.org/professional-certificates/tensorflow-in-practice DeepLearning.ai courses https://www.deeplearning.ai/courses/ Fast.ai Practical Deep Learning https://course.fast.ai/ Neural Networks: Zero to Hero https://karpathy.ai/zero-to-hero.html Books Superintelligence: Paths, Dangers, Strategies https://a.co/d/c4fXgHT Artificial Intelligence: A Modern Approach https://a.co/d/7aJzSkD Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow https://a.co/d/emtEzcw Neural Networks and Deep Learning http://neuralnetworksanddeeplearning.com/ Deep Learning https://www.deeplearningbook.org/ The Elements of Statistical Learning https://hastie.su.domains/ElemStatLearn/ YouTube Tutorials sentdex https://www.youtube.com/@sentdex/videos 3Blue1Brown https://www.youtube.com/@3blue1brown/videos freeCodeCamp.org https://www.youtube.com/@freecodecamp/videos StatQuest with Josh Starmer https://www.youtube.com/@statquest/videos Spreadsheets are all you need https://www.youtube.com/@Spreadsheetsareallyouneed/videos Two Minute Papers https://www.youtube.com/@TwoMinutePapers/videos ChatGPT https://chatgpt.com/ Papers and Journals Papers With Code https://paperswithcode.com/ arXiv AI https://arxiv.org/list/cs.AI/recent ML Papers of the Week https://github.com/dair-ai/ML-Papers-of-the-Week Awesome AI Papers https://github.com/aimerou/awesome-ai-papers IEEE Transactions on Pattern Analysis and Machine Intelligence https://www.computer.org/csdl/journal/tp Journal of Machine Learning Research https://www.jmlr.org/ Daily AI Papers Twitter https://twitter.com/papers_daily Communities and Forums r/learnmachinelearning https://www.reddit.com/r/learnmachinelearning/ r/MachineLearning https://www.reddit.com/r/machinelearning/ r/deeplearning https://www.reddit.com/r/deeplearning/ r/artificial https://www.reddit.com/r/artificial/ r/ArtificialInteligence https://www.reddit.com/r/ArtificialInteligence/ r/singularity https://www.reddit.com/r/singularity/ r/agi https://www.reddit.com/r/agi/ r/ChatGPT https://www.reddit.com/r/ChatGPT/ r/datascience https://www.reddit.com/r/datascience/ Stack Overflow https://stackoverflow.com/questions/tagged/artificial-intelligence TensorFlow Forum https://discuss.tensorflow.org/ PyTorch Forum https://discuss.pytorch.org/ OpenAI Forum https://community.openai.com/ Hugging Face Forum https://discuss.huggingface.co/ Kaggle Forum https://www.kaggle.com/discussions Linkedin Groups https://www.linkedin.com/groups/1814785/ https://www.linkedin.com/groups/961087/ https://www.linkedin.com/groups/762547/ Discord https://discord.com/invite/learnaitogether https://discord.com/invite/midjourney https://discord.com/invite/openai https://discord.com/invite/uYWD9mm5rP Twitter Lists https://twitter.com/scobleizer/lists Blogs Google AI https://blog.google/technology/ai/ Google DeepMind https://deepmind.google/discover/blog/ OpenAI https://openai.com/news/ Meta https://ai.meta.com/blog/ Microsoft https://news.microsoft.com/source/topics/ai/ IBM https://www.ibm.com/blog/category/artificial-intelligence/ Amazon https://aws.amazon.com/blogs/machine-learning/ Apple https://machinelearning.apple.com/research Nvidia https://blogs.nvidia.com/ Berkeley https://bair.berkeley.edu/blog/about/ MIT https://www.technologyreview.com/topic/artificial-intelligence/ Stanford https://ai.stanford.edu/blog/ TechCrunch https://techcrunch.com/category/artificial-intelligence/ Newsletters The Algorithm https://www.technologyreview.com/newsletter-campaigns/the-algorithm/ The Rundown AI https://www.therundown.ai/subscribe The Neuron https://www.theneurondaily.com/ AI Breakfast https://aibreakfast.beehiiv.com/ Neat Prompts https://www.neatprompts.com/ TLDR Tech https://tldr.tech/ai The Batch https://www.deeplearning.ai/the-batch/ Competitions Kaggle https://kaggle.com MLContests https://mlcontests.com Events and Meetups Meetup https://www.meetup.com/topics/ai/ Eventbrite https://www.eventbrite.com/d/online/ai/ Conferences https://icml.cc/ https://iclr.cc/virtual/2024/calendar https://neurips.cc/ https://www.auai.org/uai2024/ https://ijcai24.org/ https://eccv.ecva.net/ https://cvpr.thecvf.com/ https://www.reuters.com/technology/south-korea-host-second-ai-safety-summit-may-21-22-2024-04-12/

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