/ml-zoomcamp

Primary LanguageJupyter Notebook

This repo hosts the solutions of the excersises of the Machine Learning course of Data Talks Club:

  • Session 1 : Introduction to Machine Learning
  • Session 2: Machine Learning for Regression
  • Session 3: Machine Learning for Classification
  • Session 4: Evaluation Metrics for Classification
  • Session 5: Deploying Machine Learning Models
  • Session 6: Decision Trees and Ensemble Learning
  • Session 7: Midterm Project
  • Session 8: Neural Networks and Deep Learning
  • Session 9: Serverless Deep Learning
  • Session 10: Kubernetes and TensorFlow-Serving
  • Session 11: Kubeflow and KFServing
  • Session 12: Capstone Project
  • Session 13: Article
  • Session 14: Third Project

More info here: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp