The Self-Learning Path To Becoming A Data Scientist, AI or ML Engineer

As annoying as this sounds, it is very essential in this field. I think it is safe to assume that anyone reading this has some basic to intermediate knowledge in mathematics from high school. You would need to dive deep a little further and learn some concepts in statistics, algebra and other topics. I would compile a list of topics and resources to help you study math for data science but it has already been perfectly done in this article by Ibrahim Sharaf ElDen. As a beginner, do not jump straight into learning to write code for machine learning but rather, learn the core concepts of programming in general.