ton731/machine-learning-notes

I love taking notes, here are some notes related to machine learning, deep learning and programming.

machine-learning-notes

I love taking notes, here are some notes related to machine learning, deep learning and programming.

Machine Learning

• Machine Learning
  • 林軒田Hsuan-Tien Lin ML Notes
  • ML concepts, metrics
• Deep Learning
  • Convolution Neural Networks
  • Generative Adversarial Networks
  • Object Detection
  • Semantic Segmentation
  • Transformer in Computer Vision
• Practical Issues in Deep Learning
  • Data Imbalance
  • Domain Adaptation
  • Lightweight
  • Weakly and Semi-Supervised
  • Self-Supervised Learning

MLOps

• Introduction to ML in Production
• ML Data Lifecycle in Production
• Deploying ML Model in Production

Git

• Git commands

Docker

• Docker commands