Artificial Intelligence for Everyone

Master AI fundamentals on this beginner online course as you gain real-world insights to help you stay ahead in the AI revolution, from the Universiti Malaya.

Duration

8 weeks

Weekly study

2 hours

100% online

How it works

Unlimited subscription

Learn more

Established

1905

Location

Kuala Lumpur, Malaysia

World ranking

Source: QS World University Rankings 2021

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.

  • Week 1

    Fundamentals of AI and Key Concepts in AI

    • Getting Started

      Before you get started, we would like to give you an overview of the course and introduce you to our instructor.

    • Get to Know Artificial Intelligence (AI)

      We’ll introduce the fundamental concept of AI—what it is, how it works, and why it’s such a vital part of today’s world.

    • Real-world applications and ethical considerations

      Explore real-world applications of AI across various fields, from healthcare to finance, and understand the ethical considerations, including fairness, transparency, and privacy, in its implementation.

    • Weekly Wrap Up

      Let's wrap up! What have you learned so far? Let's do some reflections!

  • Week 2

    Employing Machine Learning

    • What is Machine Learning?

      We will explore the exciting world of machine learning. Let’s get started and dive into its concepts, techniques, and real-world applications!

    • Weekly Wrap Up

      Unpack the week's significant happenings in a brief, clear summary for easy recall.

  • Week 3

    Employing Deep Learning

    • Introduction to Deep learning

      We’ll dive into an introduction to deep learning, exploring its core concepts, techniques, and applications that power advanced AI solutions.

    • Convolutional Neural Network

      Explore Convolutional Neural Networks (CNNs), a powerful deep learning technique used for image recognition and various other applications in AI. Let's dive in!

    • Recurrent Neural Network

      Learn about Recurrent Neural Networks (RNNs), a type of neural network designed for sequential data, and explore their applications in tasks like language processing and time series prediction.

    • Weekly Wrap Up

      Unpack the week's significant happenings in a brief, clear summary for easy recall.

  • Week 4

    Generative AI & Large Language Model

    • Introduction to Generative AI

      Exploring its concepts, capabilities, and applications in various fields. Get ready to discover its transformative potential!

    • Large Language Model (LLM)

      Exploring how they work, their applications, and their impact on various industries and technologies. Let’s dive in!

    • Weekly Wrap Up

      Reflect on the week's main events with a compact, insightful summary for clarity.

  • Week 5

    Natural Language Processing (NLP)

    • Introduction to NLP

      We will learn about Natural Language Processing (NLP), exploring its core concepts and applications in transforming how machines understand and interact with human language.

    • NLP Applications

      Explore the various applications of Natural Language Processing (NLP), focusing on how it is used to analyze and understand human language in real-world scenarios.

    • Weekly Wrap Up

      Digest the week's top stories in a short, informative recap for easy understanding.

  • Week 6

    Computer Vision and Pattern Recognition

    • What is Computer Vision?

      Let's explore what is computer vision a field that enables machines to interpret and understand visual information from the world around them, much like humans do.

    • Feature Extraction Algorithms

      We will focus on feature extraction algorithms, exploring their role in transforming raw data into valuable insights for machine learning and various applications.

    • Pattern Recognition and Classification

      Focus on pattern recognition and classification, exploring how machines identify and categorize patterns to make informed decisions in various applications.

    • Weekly Wrap Up

      Explore the week's major highlights in a succinct, engaging overview for thoughtful review.

  • Week 7

    AI Ethics and Policy

    • Introduction to AI Ethics and AI Systems

      Explore the fundamentals of AI ethics and the principles guiding AI systems, focusing on their impact, challenges, and responsible use in various industries.

    • Key Concepts of AI Ethics

      Explore the key concepts of AI ethics, focusing on the importance of fairness, transparency, accountability, and privacy in AI systems and their impact on society.

    • Weekly Wrap Up

      Let's quickly recap the week's key moments in a brief, insightful summary for reflection.

  • Week 8

    AI in Industries and Society

    • AI in Industries

      Explore the role of AI in industries, focusing on its applications and how it drives innovation, efficiency, and transformation across various sectors. Let's dive in!

    • AI in Society

      Explore the role of AI in society, examining its impact on various sectors and how it shapes the way we live, work, and interact in today's world.

    • Weekly Wrap Up

      Explore the week's major highlights in a succinct, engaging overview for thoughtful review.

    • Course Wrap Up

      Congratulations! You've successfully completed the AI for Everyone course. Well done on reaching the end of this learning journey!

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