README.md

Machine Learning Bookcamp

The code from the Machine Learning Bookcamp book

Chapter 2: Machine Learning for Regression

Code: chapter-02-car-price/02-carprice.ipynb

Chapter 3: Machine Learning for Classification

Code: chapter-03-churn-prediction/03-churn.ipynb

Chapter 4: Evaluation Metrics for Classification

Code: chapter-03-churn-prediction/04-metrics.ipynb

Chapter 5: Deploying Machine Learning Models

Code: chapter-05-deployment

Chapter 6: Decision Trees and Ensemble Learning

Code: chapter-06-trees/06-trees.ipynb

Chapter 7: Neural Networks and Deep Learning

Code: chapter-07-neural-nets/07-neural-nets-train.ipynb

Chapter 8: Serverless Deep Learning

Code: chapter-08-serverless

Chapter 9: Kubernetes and Kubeflow

Kubernetes:

Code: chapter-09-kubernetes

Kubeflow:

Code: chapter-09-kubeflow