Future Technology

Machine Learning and AI Starter Course

Step into the world of AI

A beginner-friendly introduction to Machine Learning concepts and practical AI applications.

Start Your AI Journey

Register your interest for the upcoming AI Starter Course.

Course Syllabus (Total 8 Hours)

Lesson 1: ML Fundamentals & Supervised Learning (2 Hours) • What is Machine Learning? Supervised vs Unsupervised • Classification vs Regression • Linear Regression & SVM • Decision Trees & Random Forests
Lesson 2: Unsupervised Learning & Neural Networks (2 Hours) • Clustering with K-Means • Introduction to Artificial Neural Networks (ANN) • What is Learning? (Loss Functions & Optimization) • Understanding Backward Propagation
Lesson 3: Deep Learning: CNN & RNN (2 Hours) • Convolutional Neural Networks (CNN) for Images • Recurrent Neural Networks (RNN) for Sequence Data • Building a Simple Image Classifier • Introduction to Time Series Analysis
Lesson 4: Transformers & Modern AI (2 Hours) • Introduction to Transformer Architecture • The Attention Mechanism Explained • Fine-tuning Pre-trained Models • Course Wrap-up: The Future of AI