How can I start working towards an AI/ML career?
As a absolute beginner to Data Science, I have recently completed the Python for Data Science at Cognitive Class. When I progressed to Data Analysis, I found myself struggling to understand the statistical concepts and syntax as it began to skip explanations.
As my lecturer did not teach us about the concepts behind statistical methods, I have little knowledge on the concepts and only know how to follow the formulas. I wish to pursue a Data Sciene internship but I doubt I can complete so many courses in a month or two.
My questions are:
- How do I work towards Data Science?
- Assuming that I'll be using ML frameworks such as scikit-learn, what are the mathematics required to achieve this? Should I start from pre-calculus?
- If I'm not using frameworks, what kind of mathematics would I need?
- What mathematics foundation would I need to start learning Data Science?