Artificial Intelligence

Course Overview

This comprehensive program is designed to take you from fundamentals to advanced concepts. Learn from industry experts and build a powerful portfolio that gets you hired.

📅 Duration

3 Months

📈 Level

Intermediate → Advanced

💻 Projects

Why Choose AGS Academy?

100% Placement Support

Get guaranteed placement assistance in top MNCs. We provide dedicated interview prep, resume building, and mock interviews to make you job-ready.

Learn from Global Mentors

Our instructors are industry veterans with 10+ years of experience from top tech hubs abroad, including the UK and Australia.

Industry Certification

Earn a globally recognized completion certificate. Validate your skills and stand out to top tech recruiters.

Portfolio-Ready Projects

Don't just watch videos. Build real-world applications that you can show off to recruiters to prove your expertise.

Course Curriculum

Module 1

Foundations of AI

Math for AI (Linear Algebra, Calculus, Prob/Stat)
Python Refresher for AI
Introduction to Neural Networks
Perceptron Model

Module 2

Deep Learning Core

Building ANNs with TensorFlow/Keras & PyTorch
Forward & Backpropagation
Activation Functions & Loss Functions
Optimizers (Adam, SGD)
Hyperparameter Tuning

Module 3

Computer Vision

Convolutional Neural Networks (CNNs)
Image Classification & Segmentation
Object Detection (YOLO, SSD)
Transfer Learning (ResNet, VGG)
OpenCV Basics

Module 4

Natural Language Processing

Text Preprocessing (Tokenization, Stemming)
Word Embeddings (Word2Vec, GloVe)
RNNs, LSTMs & GRUs
Attention Mechanism & Transformers
Working with LLMs (GPT, BERT, HuggingFace)

Module 5

Generative AI & Deployment

GANs (Generative Adversarial Networks)
Diffusion Models
Deploying AI Models with FastAPI/Docker
ONNX & Model Optimization

Module 6

Placement & Interview Prep

AI/ML System Design
Research Paper Implementations
Resume Building
Mock Interviews

Course Details

Format

Live Online

Duration