domingo, 28 de enero de 2024

cursos recomendados

 

courses & resources

topicformatdifficultyrelease yearpricecourse
Generative AIGitHub repository🟩⬜⬜2023freeGenerative AI for Beginners by Microsoft
Deep LearningYouTube playlist🟩🟩⬜2023free6.5940 TinyML and Efficient Deep Learning Computing by Massachusetts Institute of Technology
Natural Language ProcessingYouTube playlist🟩🟩⬜2023freeNatural Language Processing by The University of Texas at Austin
Deep Learningwebsite🟩⬜⬜2023freeDeep Learning Fundamentals - Learning Deep Learning Using a Modern Open-Source Stack by Sebastian Raschka
Large Language ModelsYouTube playlist🟩🟩⬜2023freeLLM Bootcamp - Spring 2023 by The Full Stack
PythonYouTube playlist🟩⬜⬜2023freeCS50: Introduction to Programming with Python by Harvard University x freeCodeCamp.org
Stable Diffusion and Deep Learningwebsite🟩🟩⬜2023freePractical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion by fast.ai
Deep LearningYouTube playlist🟩⬜⬜2023free6.S191: Introduction to Deep Learning by Massachusetts Institute of Technology
Deep LearningYouTube playlist🟩⬜⬜2023freeNeural Networks: Zero to Hero by Andrej Karpathy
Large Language Models and Prompt Engineeringwebsite🟩⬜⬜2023freePrompt Engineering Guide by DAIR.AI
Computer VisionYouTube playlist🟩⬜⬜2023freeComputer Vision in Practice by Piotr Skalski x Roboflow
Natural Language ProcessingYouTube playlist🟩🟩⬜2023freeCS685: Advanced Natural Language Processing by University of Massachusetts
Machine LearningYouTube playlist🟩🟩⬜2022freeCS229: Machine Learning by Stanford University
MLOpsYouTube playlist🟩🟩⬜2022freeMachine Learning Engineering for Production by Andrew Y. Ng
Multimodal Machine LearningYouTube playlist🟩🟩🟩2022free11-777: Multimodal Machine Learning by Carnegie Mellon University
Deep Multi-Task and Meta LearningYouTube playlist🟩🟩🟩2022freeCS330 Deep Multi-Task and Meta Learning by Stanford University
Deep LearningYouTube playlist🟩⬜⬜2022freePractical Deep Learning for Coders by fast.ai
Natural Language ProcessingYouTube playlist🟩🟩⬜2021freeCS224U: Natural Language Understanding by Stanford University
TransformersYouTube playlist🟩🟩🟩2021freeCS25: Transformers United by Stanford University
Deep LearningYouTube playlist🟩🟩⬜2021freeNYU-DLSP21: NYU Deep Learning Spring by New York University
Natural Language Processing and Transformerswebsite🟩⬜⬜2021freeNLP Course by Hugging Face
Deep Learningbook🟩⬜⬜2021freeDive into Deep Learning by d2l.ai
Reinforcement LearningYouTube playlist🟩🟩🟩2021freeReinforcement Learning Course by DeepMind x University College London
Natural Language ProcessingYouTube playlist🟩🟩⬜2021freeCS224N: Natural Language Processing with Deep Learning by Stanford University
Deep LearningYouTube playlist🟩🟩⬜2020freeDeep Learning Lecture Series by DeepMind x University College London
Linear Algebrawebsite🟩🟩🟩2019freeAdvanced Linear Algebra - Foundations to Frontiers by Margaret E. Myers & Robert A. van de Geijn
Artificial IntelligenceYoutube playlist🟩🟩⬜2019freeStanford CS221: Artificial Intelligence: Principles and Techniques by Stanford University
Computer VisionYoutube playlist🟩🟩⬜2019freeUniversity of Michigan EECS 498.008 / 598.008: Deep Learning for Computer Vision by University of Michigan
Computer VisionYouTube playlist🟩🟩⬜2018freeCS231n: Deep Learning for Computer Vision by Stanford University
Statistics and ProbabilityYouTube playlist🟩⬜⬜2013freeStatistics 110: Probability by Harvard University