This is my curriculum for learning Machine Learning, built from Siraj Ravals #100daysofMLcode. The curriculum starts from scratch in terms of Math, however assumes some python knowledge.
I am going to be documenting my journey you can follow along on my instagram and on plant based programmer.
Useful resource: Understanding math
Firstly jump into Andrew Ng's course and see how far you get before you jump into the linear algebra resources. This lets you measure what you don't know and how much you have to improve.
- Andrew Ng's course (https://www.coursera.org/learn/machine-learning) see how far you can get in week 1 before needing to check out the below two links
- Khan Academy Linear Algebra
- Vectors
- Lineraly Independent
- Matrices
- MIT Opencourseware
Again using two main resources.
- (TBC)
- Chatbot
- Sentdex Starcraft AI