AI 101

The AI Course is a starter pack for AI enthusiasts to get a grasp of the basics of Artificial Intelligence in 7 hours. The course deals with not only the theoretical aspects of various algorithms and concepts, but also the mathematical aspects behind various algorithms. If you want to break into the AI/ML space, getting an understanding of the mathematical aspects behind algorithms is going to give an edge over others and that's what this course intends to provide. I take a theoretical + example based approach, where I go through various notes, slides and projects to convey the concepts as accurately as possible.

The videos are recordings from one of the batches of an AI course I used to teach a while back. During that time, I conducted multiple batches of this course and had a cumulative of 500 students who purchased my live learning AI course.

The course contains content worth 7 hours and deals with various topics like -

(1) Statistical Modeling - linear, logarithmic and exponential models.

(2) Machine Learning - topics like linear regression, multiple linear regression, random forest, gradient descent and more.

(3) Deep Learning - topics like artificial neural networks, forward propagation, back propagation, LSTMs, CNNs and more are covered.