If you are a non-programmer, Python could be your starting point as it is on the top of the trend programming languages of the 2020 list and is also very simple to learn. If you have experienced with any other programming languages, learning Python will be a game for you. Excepting for the syntax differences but the basic concepts of OOP is the similar. Also, Python has large libraries that support practically everything that you intend to do.

YouTube is the best place to learn about machine learning using Python. Below are the top 5 YouTube playlists for Python that I have collected over months of learning that I have done.
To ensure memory in what you learn, you need to watch the videos and make notes, either on paper or Google Docs. So, you can remember what you learned.

An important thing is that Jupyter notebooks are mostly used for data science and machine learning because it gives all the data for you in the output, and is the best way to present your projects. So, I really recommend you use it while following anyone of tutorials.

One last thing, it is a good practice to write code as well as watching the videos, and write it after pieces and not follow in real-time.
I say this because writing line-by-line along with the video does not help you understand much the code. So, I suggest you watch the video for five to ten minutes, pause it, then go to your IDE or Jupyter notebook and practice.

PYTHON FOR BEGINNER

1. Microsoft: Programming with Python :

PYTHON FOR DATA SCIENCE

2.DataCamp :

PYTHON FOR DATA ANALYSIS

3.Python PANDAS :

PYTHON FOR MACHINE LEARNING

4.Sentdex :

PYTHON FOR NEURAL NETWORKS

5.Tech with Tim :