Course Overview
This course is an engaging journey into Artificial Intelligence. It introduces AI and its real-world applications, making subjects like video games, friendly robots, and self-driving cars come to life. Beyond the excitement, students will explore the ethical aspects of AI, understand its functioning, and learn to responsibly harness the power of data. The course transforms young learners into AI enthusiasts by unravelling Machine Learning and testing AI models, all while discovering how AI understands human language and images. By course end, students will be well-versed in AI and equipped with the skills for ethical and creative AI usage. It’s an educational adventure they won’t forget!
Course Details
In this course, students will embark on an exciting journey into the realm of Artificial Intelligence (AI). This course is designed to introduce young learners to the captivating world of AI and its various applications. They will explore how AI enhances video games, facilitates conversations with friendly robots, and even enables self-driving cars.
Beyond the fun applications, students will also gain an understanding of the ethical aspects of AI. They will uncover how AI functions, utilizing sensors to perceive the world and make decisions akin to human thinking. The course delves into the concept of “data,” explaining its significance as the fuel that powers AI’s capabilities. Students will learn how AI leverages data for various exciting purposes and will be encouraged to use AI responsibly and ethically.
This course transforms students into AI experts as they delve into Machine Learning, a fundamental AI concept. They will experiment with testing AI models to evaluate their intelligence. Additionally, the course covers Natural Language Processing, where students will discover how AI can understand human language and recognize objects in images.
By the course’s conclusion, students will have developed a solid understanding of AI, its ethical considerations, and valuable skills to create AI-driven wonders. AI in Action Level 3 promises an engaging and educational adventure into the world of Artificial Intelligence for young learners.
Course Objectives
By the end of this course, you will be able to:
- Define AI and list its different applications such as in games, chatbots, autonomous cars, and face recognition.
- Recognize the positive and negative impacts of AI.
- Recognize the basic stages of the AI process.
- Recognize sensors as components that enable machines to see, hear, or even feel like humans.
- Recognize actuators as components that enable machines to move or control things as a result of converting commands into actions.
- Recognize what data is and how it can be collected by the AI system.
- Recognize the importance of designing intelligent machines that behave morally and responsibly.
- Collect data in a given context and categorize it into images, numbers, texts, or sounds.
- Visualize the data stored in a dataset properly as per their data types.
- Identify different ML types including supervised and unsupervised.
- Apply testing processes of ML models.
- Check the accuracy of the model after testing it and give draw conclusions about the created model and the opportunities of using it.
- Identify the loop of interaction between a human and a computer identifying the main components of the interaction.
- Recognize different use cases of NLP techniques.
- Discuss different applications of the computer vision concept.