Introduction to Artificial Intelligence and Machine Learning
This course introduces learners to the fundamental concepts, applications, opportunities, and challenges of Artificial Intelligence (AI) and Machine Learning (ML). Students will explore how computers can be designed to perform tasks that traditionally require human intelligence, including learning, reasoning, problem-solving, language understanding, image recognition, and decision-making. The course combines scientific concepts with practical technological applications, helping learners understand not only what AI is, but also how it works, where it is used, and how it is affecting society.
- 3 lessons
- 0h
- Certificate on completion
About this course
What you walk away with
Issued on completion and verifiable from your profile.
Every lesson is listed in the syllabus.
Laptop.
What you'll learn
- Define Artificial Intelligence and Machine Learning.
- Explain the difference between AI, ML, and deep learning.
- Describe how computers learn from data.
- Identify different types of machine learning.
- Explain basic concepts such as datasets, features, labels, algorithms, and models.
- Describe how neural networks work at an introductory level.
- Identify real-world applications of AI.
- Explain the role of mathematics and statistics in AI.
- Discuss the advantages and limitations of AI.
- Identify ethical and societal concerns surrounding AI.
- Explain how AI is changing education, healthcare, business, transportation, and other industries.
- Design a simple AI-based solution to a real-world problem.
Before you start
- Basic computer literacy and elementary mathematics
Provided by the training provider
What every class venue must have ready.- LaptopEquipment · 1 piecesOptional
Bring yourself
What each learner brings to class.Nothing to bring: everything is provided.
- 1
Introduction to Science and Technology
Science seeks to understand how the natural world works, while technology applies knowledge and scientific principles to solve problems and create useful tools.
- 2
What Is Artificial Intelligence?
Artificial Intelligence is the field of computing concerned with creating systems capable of performing tasks that normally require some form of human intelligence.
- 3
Lesson 3: Introduction to AI Advancement Programmes
updated description on lesson 3. This describes the introduction to AI advancement