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HomeCoursesAI & Machine Learning Fundamentals
AI & Machine LearningBeginnerBestseller

AI & Machine Learning Fundamentals

Master the core concepts of AI and ML with hands-on projects. No prior experience needed.

4.9 (247 reviews)1,840 enrolled2 weeks · 2 hrs/dayLive Online20 CPD hours
Dr. Sarah Chen

Your trainer

Dr. Sarah Chen

AI & ML Lead Trainer

$1,247$1,547
19% off
Next session: 14 April 2026
Book & Pay
Team booking·Book a 1:1 with Dr.
  • Live sessions · 2 hrs/day over 2 weeks
  • Hands-on labs and datasets
  • Course workbook (PDF)
  • 30-day post-course support
  • Certificate of completion

Secure booking · 14-day cancellation policy

What You'll Learn

Understand core AI and ML concepts and terminology
Build and train machine learning models with Python
Apply supervised and unsupervised learning techniques
Evaluate and improve model performance
Integrate AI tools into real-world workflows

Course Curriculum

1AI Foundations
3h
What is AI?
History of ML
Types of ML
Real-world applications
2Python for ML
4h
Python essentials
NumPy & Pandas
Data exploration
Visualisation
3Supervised Learning
5h
Linear regression
Classification
Decision trees
Model evaluation
4Neural Networks & Deep Learning
4h
Perceptrons
Backpropagation
CNNs basics
Transfer learning
5AI in Practice
3h
AI APIs and tools
Prompt engineering
Responsible AI
Project workshop

Requirements

  • Basic familiarity with computers
  • No prior coding experience required (Python basics covered)

Your Trainer

Dr. Sarah Chen

Dr. Sarah Chen

AI & ML Lead Trainer

4.9 (312 reviews)2,400 students8 courses

Former Google AI researcher with 10+ years in machine learning. PhD in Computer Science from IIT Bombay. Has trained teams at Fortune 500 companies.

Keep Going

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