Take Google's Machine Learning Crash Course

 Sometimes it is worth re-visiting things that matter. And this is one of them - a free course on Machine Learning for total beginners.

The Machine Learning Crash Course was first mentioned in "More Machine Learning Courses From Google" back in 2019 :

Google opened the doors to its Machine Learning Crash Course, which had already been taken by more than 18, 000 Googlers, in March 2018. This free course forms the starting point for anyone to learn about and practice ML concepts and comprises 15 hours of material, including instructional videos, interactive visualizations and exercises

While there's many and great Machine Learning courses, the intended audience varies but amongst the beginner friendly ones this one gets the crown. Although tackling it requires knowledge in a few things, namely Numpy and Pandas, there's two very quick onboarding tutorials available on those topics too. In any case only a basic understanding is necessary.

full article on i-programmer:

https://www.i-programmer.info/news/150-training-a-education/15175-take-googles-machine-learning-crash-course.html