Artificial Intelligence (AI) for the beginner Online Course

The Artificial Intelligence (AI) for Beginners course is a video-based, self-paced program designed to introduce you to the foundational concepts of AI. Spanning 10 hours, this course offers a comprehensive journey through the history, development, and key components of artificial intelligence, making it accessible for those new to the field.

Course Content and Structure

Topics Covered

This course is structured into five key sections:

1. Introduction and Historical Background:

   • Philosophical considerations of AI
   • Strong and Weak AI
   • The Turing Test
   • The birth and evolution of AI
   • Machine learning basics and the role of distributed systems

2. The General Problem Solver:

   • Logical Theorist and early AI techniques
   • Concepts and example systems from the early phases of AI

3. Expert Systems:

   • Factual and heuristic knowledge
   • Frames, slots, and fillers
   • Understanding MYCIN Programme and probability in expert systems

4. Neuronal Networks:

   • Human neuron structure and signal processing
   • The Perceptron and early neural network approaches

5. Machine Learning (Deep Learning & Computer Vision):

   • Example of machine learning in agriculture
   • Layers of deep learning networks
   • Machine Vision / Computer Vision and convolutional neural networks

Who This Course Is For

This course is ideal for:

• Individuals interested in gaining a basic understanding of AI
• Students, researchers, and beginners in the field of artificial intelligence
• Anyone with a curiosity about AI, regardless of prior experience

Open Entry

No prerequisites are required. All concepts are explained clearly and in detail, making the course accessible to everyone.

Learning Outcomes

By the end of this course, you will:

• Understand the structure and design of modern AI systems
• Distinguish between strong and weak AI
• Learn the basics of Deep Learning and Machine Learning
• Grasp the structure of a problem in AI
• Understand forward and backward chaining in expert systems
• Learn about the human neuron and its role in AI
• Explore the layers in deep learning networks
• Gain insights into machine vision and computer vision

Course Format

Self-Paced, Video-Based Learning

This course is not tutor-led, offering you the flexibility to watch and learn at your own pace. You will have online access to all video materials, allowing you to complete the course in your own time.

Certification

Digital Certificate Upon Completion

After completing the course, you will receive a Barony Certificate in Artificial Intelligence (AI) for Beginners, recognizing your foundational knowledge in AI.

Summary

The Artificial Intelligence (AI) for Beginners online course is an ideal starting point for anyone interested in understanding the fundamentals of AI. With a self-paced, video-based format, this course offers flexibility and accessibility, making it easy to integrate into your schedule. Upon completion, you'll gain a solid understanding of AI basics and earn a certification to validate your new skills.