Course Detail

Advanced AI & Machine Learning: Theory to Practice
Advanced schedule60h menu_book6 modules

Advanced AI & Machine Learning: Theory to Practice

AT
Alan Turing
Expert Mentor
Students
6
Lessons
5.0
Rating

About this Course

This professional-grade course dives deep into Artificial Intelligence and Machine Learning algorithms. Unlike basic tutorials, we focus heavily on the underlying mathematics, calculus, and linear algebra that power modern AI systems. You will learn to derive algorithms like Gradient Descent, SVM, and Backpropagation from scratch, and then implement them in Python.

What you'll learn

check 1. Linear Regression & Gradient Descent Mathematics
check 2. Logistic Regression & Binary Classification
check 3. Support Vector Machines (SVM) Mathematics
check 4. Neural Networks Architecture
check 5. K-Means Clustering Algorithm
check 6. Practice: Implement Gradient Descent