Book Review - Hands on Machine Learning(C2-1)

All of materials(quotes, images, definitions) are from this book.
It’s all just for self-study.

Chapter 2

End-to-End Machine Learning Project

Predict California Housing Price(first task)

• first task is predicting California housing price
• the dataset was based on data from the 1990 California census(the StaLib repository)
• pretend it is recent data

1. Look at the big picture
2. Get the data
3. Discover and visualize the data to gain insights
4. Prepare the data for Machine Learning algorithms
5. Select a model and train it
6. Fine-tune your model
7. Present your solution
8. Launch, monitor, and maintain your system