Get Started with Machine Learning (L1)

About AI and applications This course provides a comprehensive introduction to

Fundamentals of Programming using Python and the concepts of AI, ML and DL

for various industrial applications. This is a basic to advanced course hence prior

programming experience is not required. This course will help candidates to

develop the basic knowledge and basic skills required for a programmer to use

the Python programming environment effectively in terms of data structures,

control structures, classes, functions and important libraries such as NumPy,

Pandas, Matplotlib and Seaborn etc. Then the mathematics for AI ML and DL will

be covered including Probability, Statistics Linear Algebra and Calculus. Towards

the end of the course we cover Machine learning and Deep learning theory

concepts and take up applications to AI such as NLP, Speech, Image etc. The

themes of Artificial Neural Networks, Machine Learning, Convolutional Neural

Networks and Deep Learning algorithms will be coded throughout the course.