The Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow
is one of the first books on Machine Learning I have started reading.
This repository is a guide for everyone who wants to excel in Machine Learning.
I am reading the book currently, so let's grow together.
- Frame the problem and look at the big piture
- Get the data
- Explore the data to gain insights
- Prepare/Preprocess the data for machine leaning algorithms
- Explore many different models and shortlist best ones
- Fine-tune the models
- Present the solution
- Launch, monitor and maintain the system