AI & Machine Learning — Course #401

Build the Future with

Artificial Intelligence 🤖

AI is the most transformative technology of our era — powering GPT-4, self-driving cars, healthcare diagnostics, and financial systems. Master machine learning, deep learning, NLP, computer vision, and reinforcement learning to build intelligent systems that reshape industries.

Machine Learning Deep Learning NLP Computer Vision Reinforcement Learning Neural Networks TensorFlow PyTorch Transformers Generative AI

Enroll Now Brochure

AI — Neural Network Training

import tensorflow as tf
from tensorflow import keras
model = keras.Sequential([
  keras.layers.Dense(128, activation='relu'),
  keras.layers.Dropout(0.2),
  keras.layers.Dense(64, activation='relu'),
  keras.layers.Dense(10, activation='softmax')
])
model.compile(optimizer='adam',
            loss='sparse_categorical_crossentropy',
            metrics=['accuracy'])

45K+

Jobs

AI roles in India

47 hrs

Duration

Video content

Modules

Full syllabus

Cert

Included

Industry recognised

24/7

Support

Expert guidance

What You Master

The Complete AI Skill Set

From ML algorithms and neural networks to NLP, computer vision, generative AI, and production deployment.

🤖

Machine Learning & Deep Learning

Master supervised, unsupervised, and reinforcement learning algorithms. Build neural networks from scratch — CNNs for vision, RNNs/LSTMs for sequences, Transformers for NLP. Use TensorFlow and PyTorch for training, evaluating, and optimizing production-grade AI models.

Supervised ML Neural Networks CNNs RNNs/LSTMs Transformers TensorFlow PyTorch Model Eval

💬

NLP & Generative AI

BERT, GPT, Transformers, sentiment analysis, chatbots, and LLMs. Build applications with cutting-edge GenAI.

👁️

Computer Vision

Object detection (YOLO), face recognition, image segmentation, and GANs using OpenCV and PyTorch.

🚀

AI Deployment & MLOps

Deploy AI models with Flask, FastAPI, and Streamlit. Cloud deployment on AWS, GCP, Azure. MLOps pipelines with CI/CD.

Flask/FastAPI AWS/GCP MLOps

Syllabus

Course Curriculum

10 comprehensive modules covering AI from fundamentals to real-world deployment.

What is AI? History and Evolution
Applications of AI in Various Industries
AI vs. Machine Learning vs. Deep Learning
AI Ethics and Responsible AI
AI Tools and Platforms Overview

State Space Representation
Uninformed Search — BFS, DFS
Informed Search — A*, Greedy Search
Constraint Satisfaction Problems (CSPs)
Adversarial Search — Minimax, Alpha-Beta Pruning

Supervised, Unsupervised, and Reinforcement Learning
Regression and Classification Algorithms
Decision Trees, Naïve Bayes, KNN
Model Evaluation Metrics — Accuracy, Precision, Recall, F1
Overfitting, Underfitting & Cross-Validation

Introduction to Neural Networks
Activation Functions, Loss Functions
Backpropagation and Gradient Descent
Convolutional Neural Networks (CNNs)
Recurrent Neural Networks (RNNs) & LSTMs
Deep Learning Frameworks — TensorFlow, PyTorch

Text Preprocessing — Tokenization, Stemming, Lemmatization
Word Embeddings — Word2Vec, GloVe, BERT
Named Entity Recognition (NER)
Sentiment Analysis
Chatbots and Large Language Models (LLMs)

Image Processing Basics with OpenCV
Feature Extraction and Object Detection
YOLO, SSD, and Faster R-CNN
Face Recognition & Emotion Detection
Generative Adversarial Networks (GANs)

Markov Decision Processes (MDPs)
Q-Learning & Deep Q Networks (DQN)
Policy Gradient Methods
Actor-Critic Methods
Applications in Robotics and Game AI

Introduction to Generative AI
Transformer Architecture — Attention Mechanism
GPT, BERT, and Foundation Models
Prompt Engineering & Fine-Tuning
Building Apps with Hugging Face & LangChain

Bias in AI and Fairness
Explainable AI (XAI)
AI Safety and Alignment
AI Regulations & Compliance
AI in the Future — AGI and ASI

End-to-End AI Project Workflow
Model Deployment with Flask & FastAPI
Cloud Deployment on AWS, GCP, Azure
MLOps — CI/CD for Machine Learning
Capstone Project — Build & Deploy an AI Application

Career Outcomes

AI Careers in 2026

AI is the #1 fastest-growing career field globally. Google, Microsoft, Amazon, Infosys, TCS, and thousands of startups are hiring AI professionals at record salaries. AI skills command a 40–60% premium over traditional software roles.

₹12–40L

India Avg LPA

$110K–$200K

USA Avg

45K+

Active AI Jobs

45% Growth

Year-on-Year

AI Engineer

Design and build AI systems, train models, and integrate them into production applications

₹12–35 LPA · $110K–$180K USA

Machine Learning Engineer

Develop and deploy ML pipelines, feature engineering, and model optimization at scale

₹14–40 LPA · $120K–$195K USA

Computer Vision Engineer

Build image recognition, object detection, and video analysis systems for real-world products

₹15–42 LPA · $125K–$200K USA

AI Research Scientist

Research cutting-edge AI architectures, publish papers, and advance state-of-the-art models

₹20–60 LPA · $150K–$300K USA

Build the Future with

Artificial Intelligence 🤖

The Complete AI Skill Set

Course Curriculum

AI Careers in 2026

Ready to Build with AI?