Course Overview
About this course
Artificial Intelligence is transforming the way we live, work, and solve problems. This course provides practical knowledge and hands-on skills to understand and build AI-powered solutions.
Structured learning roadmap
- What is AI?
- History and Evolution
- Types of AI
- AI Applications Across Industries
- Future of Artificial Intelligence
- Python Basics
- Data Structures
- Functions and Modules
- NumPy
- Pandas
- Data Visualisation
- Linear Algebra
- Probability
- Statistics
- Calculus Basics
- Optimisation Concepts
- Supervised Learning
- Unsupervised Learning
- Regression
- Classification
- Clustering
- Model Evaluation
- Feature Engineering
- Artificial Neural Networks
- TensorFlow
- Keras
- CNN
- RNN
- Transfer Learning
- Text Processing
- Tokenisation
- Word Embeddings
- Sentiment Analysis
- Chatbots
- Language Models
- Image Processing
- Object Detection
- Face Recognition
- Image Classification
- OpenCV Fundamentals
- Introduction to Generative AI
- Large Language Models
- Prompt Engineering
- AI Assistants
- AI Content Generation
- Image Generation Concepts
- AI Automation Workflows
- Model Saving
- API Development
- Cloud Deployment
- Monitoring AI Models
- Performance Optimisation
- AI Chatbot
- Image Classifier
- Recommendation System
- Sentiment Analysis Dashboard
- Predictive Analytics Project