Prerequisite for Machine Learning
Prerequisite for Machine Learning To get started with Machine Learning you must be familiar with the following concepts: Statistics Linear Algebra Calculus Probability Programming Languages Statistics Statistics contain tools that can be used to get some outcome from the data. There are descriptive statistics which is used to transform raw data into some important information. Also, inferential statistics can be used to get important information from a sample of data instead of using a complete dataset. To learn more about Statistics you can go through the following blogs: All You Need To Know About Statistics And Probability A Complete Guide To Maths And Statistics For Data Science Linear Algebra Linear algebra deals with vectors, matrices, and linear transformations. It is very important in machine learning as it can be used to transform and perform operations on the dataset. Calculus Calculus is an important field in mathematics and it plays an integral role in many machine learning