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University of Malaya

Artificial Intelligence for Everyone

University of Malaya via FutureLearn

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Overview

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Discover essential AI techniques with Universiti Malaya

On this eight-week course from Universiti Malaya, you’ll gain a solid understanding of artificial intelligence.

Tailored specifically for beginners, you’ll be guided through essential AI concepts such as machine learning, natural language processing, and computer vision.

By the end, you’ll have the knowledge to stay ahead in this rapidly evolving AI era.

Gain an understanding of machine learning and deep learning

You’ll start by immersing yourself in machine learning and deep learning, enabling you to recognise and apply these powerful techniques in real-world scenarios.

As you progress, you’ll explore how machines can be trained to identify patterns and classifications, enhancing the efficiency and effectiveness of technological solutions. Then you’ll cover deep learning methodologies and how these advanced techniques support innovative developments in diverse fields.

Delve into Generative AI and large language model

Next, you’ll gain insights into Generative AI and Large Language Models. Through this exploration, you’ll understand how machines can create human-like text and other forms of content, broadening creative possibilities and operational efficiencies across various industries.

Unpack computer vision and pattern recognition

Then, you’ll examine computer vision and pattern recognition, exploring AI methodologies to interpret visual data, a crucial aspect in fields such as automation and robotics.

You’ll also reflect on the ethical dimensions of AI innovation, gaining insights into responsible AI development practices.

Finally, you’ll explore the vast impacts of AI within industries and society. By the end, you’ll understand how AI is transforming industries, boosting productivity, and creating new opportunities.

This course is designed for any learner interested in building foundational knowledge in AI.

Whether you are a student, professional, or academic, staying competitive in today’s fast-evolving world of artificial intelligence is more crucial than ever.

Syllabus

  • Fundamentals of AI and Key Concepts in AI
    • Getting Started
    • Get to Know Artificial Intelligence (AI)
    • Real-world applications and ethical considerations
    • Weekly Wrap Up
  • Employing Machine Learning
    • What is Machine Learning?
    • Weekly Wrap Up
  • Employing Deep Learning
    • Introduction to Deep learning
    • Convolutional Neural Network
    • Recurrent Neural Network
    • Weekly Wrap Up
  • Generative AI & Large Language Model
    • Introduction to Generative AI
    • Large Language Model (LLM)
    • Weekly Wrap Up
  • Natural Language Processing (NLP)
    • Introduction to NLP
    • NLP Applications
    • Weekly Wrap Up
  • Computer Vision and Pattern Recognition
    • What is Computer Vision?
    • Feature Extraction Algorithms
    • Pattern Recognition and Classification
    • Weekly Wrap Up
  • AI Ethics and Policy
    • Introduction to AI Ethics and AI Systems
    • Key Concepts of AI Ethics
    • Weekly Wrap Up
  • AI in Industries and Society
    • AI in Industries
    • AI in Society
    • Weekly Wrap Up
    • Course Wrap Up

Taught by

NORISMA IDRIS

Reviews

3.0 rating, based on 1 Class Central review

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  • The course Artificial Intelligence for Everyone from the University of Malaya on FutureLearn is an excellent introduction to AI for beginners as well as students who want a clear understanding of modern technologies. The lessons are designed in simple language, making it easy to understand even for those without a technical background. The instructors explain core concepts like machine learning, neural networks, and real-world applications with practical examples. The quizzes and activities help reinforce learning effectively. I especially appreciated the balanced mix of theory and real-life use cases. Overall, this course is informative, engaging, and highly recommended for anyone looking to start their journey in AI.

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