AI ADVANCE COURSE
ADVANCE COURSE
₹70000.00₹60000.00
ADVANCED COURSE DURATION- 90 DAYS
Deep Dive AI
Understanding the algorithms (especially the math)
Implement the agorithms
- KNN
- SVM, Kernel Methods
- Decision Trees, bagging and boosting
Introduction to Neural Networks
Overview
-Pytorch overview
-Implementation using libraries
-Loss Functions, optimization choices
-Applications to classification
Advanced Neural Networks
-The math of Neural Networks
-Optimization
-Implementation from scratch
-Visualization
Neural Networks Spectrum
-Autoencoders
-CNNs
-RNNs
-LSTMs
Pretrained networks
-Applications
ML Capstone
-Project based learning
GANs
LLMs