tankudo / ZoomCamb_2022_HomeWork

Learn machine learning engineering in 4 months 🔥

Zoomcamp-2022

I will be following Alexey's ML ZoomCamp with documentation of my progress and additional information I find meantime. Introductory Linkedin post

• Week 1
  • My notebook
    • Introduction to Machine Learning
  • Additional information
    • Connected post
• Week 2
  • My notebook
    • Machine Learning for Regression
  • Additional information
    • Connected post
    • A Visual Introduction To (Almost) Everything You Should Know about Linear Regression
• Week 3
  • My notebook
    • Machine Learning for Classification
  • Additional information
    • Connected post
• Week 4
  • My notebook
    • Evaluation Metrics for Classification
  • Additional information
    • Connected post
• Week 5 (Deploying Machine Learning Models)
  • Additional information
    • Connected post
• Week 6
  • My notebook
    • Decision Trees and Ensemble Learning
  • Additional information
    • Connected post
• Week 7
  • My notebook
    • BentoML
  • Additional information
    • Connected post
• Week 8
  • Notebooks
    • Neural Networks and Deep Learning synopsis
    • HomeWork
  • Additional information
    • Connected post
• Mid term project
• Week 9
  • Notebooks
    • Serverless Deep Learning synopsis
    • HomeWork
  • Additional information
    • Code Evaluation With AWS Lambda and API Gateway
    • Connected post