[컴][머신러닝] 머신러닝 학습 사이트

기계학습 / AI 인공지능 학습 / 텐서플로어 학습 / 튜토리얼 / ai 강의 / mooc

머신러닝 Machine Learning

• 구글

  • 구글에서 제공하는 텐서플로우로 머신러닝 배우기 : (Machine Learning Crash Course with TensorFlow APIs, https://developers.google.com/machine-learning/crash-course/)
  • Education – Google AI
  • Generative AI learning path | Google Cloud Skills Boost

• coursera 코스 : https://www.coursera.org/learn/machine-learning

• 기계 학습(Machine Learning, 머신 러닝)은 즐겁다! : 대략적으로 기계학습이 무엇인지 알려준다.

  • part 1
  • part 2
  • part 3
  • part 4
  • part 5
  • part 6
  • part 7
  • part 8

• microsoft

  • microsoft 에서 공개한 무료 강의: https://academy.microsoft.com/en-us/professional-program/tracks/artificial-intelligence/
  • AI School
  • Cognitive Services | Microsoft Azure
  • Microsoft Bot Framework
  • Microsoft Professional Program: data science, AI 관련 강의들

• 옥스포드 머신러닝 수업자료 : https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/

• Stanford Artificial Intelligence Laboratory : https://ai.stanford.edu/courses/

deep learning

• Home - deeplearning.ai
• AI4ALL - Home
• 구글 딥러닝 강의: https://www.udacity.com/course/deep-learning--ud730
• 모두를 위한 머신러닝/딥러닝 강의, 홍콩과기대 김성훈
• 딥러닝을 위한 기초 수학 : https://www.slideshare.net/theeluwin/ss-69596991
• 텐서플로우 연습 코드 모음 : https://github.com/golbin/TensorFlow-Tutorials
• 엔비디아(Nvidia) : Deep Learning Online Courses | NVIDIA

Neural Networks, 인공 신경망

• fast.ai · Making neural nets uncool again
• Neural networks class - Université de Sherbrooke - YouTube

AI 관련 projects

• tensorflow : GitHub - tensorflow/tensorflow: An Open Source Machine Learning Framework for Everyone
• alink : GitHub - alibaba/Alink: Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

graph 모형

• Probabilistic Graphical Models | Coursera

기타 자료

• 머신러닝 용어집(사전) : https://developers.google.com/machine-learning/glossary/?hl=ko
• scikit-learn tutorial : https://scikit-learn.org/stable/tutorial/