Beginner to learn machine learning like me

Books and courses are frustrating. I have read a lot of ariticals and recipes, but never get to see how they all fit together So, I write a machine learning on a little project to help me to understand. All the source code can be found here

It is done by the below steps

• Loading the dataset.
• Summarizing the dataset.
• Visualizing the dataset.
• Evaluating some algorithms.
• Making some predictions.