statistics. Tools and tables are very important in machine learning to build models from data.
Probability.
Data Modeling
Programming Skills.
Programming Fundamentals and CS.
Use of ML  & algorithms.
software design.
ML programming languages.

Visit: Machine Learning Course in Pune