Machine Learning with Artificial Intelligence
This free online course on Alison takes you through the rudiments and fundamentals of artificial intelligence.
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CertificationView course modules
This course begins by explaining the thoughts and ideas that have influenced the growth of artificial intelligence. You will learn about the definition of artificial intelligence and the different dimensions of artificial intelligence. You will learn about the differences between artificial intelligence, programming and general computational paradigms. You will also learn about production systems and how they capture the essence of artificial intelligence systems.
The course then explains the meaning and types of various search techniques used in solving problems. You will learn about how heuristic functions are formulated. You will learn about the integral role games play in the development of artificial intelligence. You will also learn about how knowledge representation in reasoning forms the backbone of any intelligent behaviour through computational means.
The course then explains resolution as an important rule of inference used in well formed formulas in knowledge representations. You will be introduced to planning in its abstract form, and how it can be used in problem solving. You will also learn how machine learning addresses the fundamental question of how to build computer programs that could learn automatically from experience.
Prerequisites; Learners will need good knowledge and ability in programming in order to study this course.Start Course Now
Reasoning Under Uncertainty
Reasoning Under Uncertainty - Learning Outcomes
Reasoning Under Uncertainty
Reasoning Under Uncertainty - Lesson Summary
Planning - Learning Outcomes
Introduction to Planning
Plan Space Planning
Planning Graph and Graph Plan
Planning - Lesson Summary
Upon successful completion of this course you will be able to;
- Define artificial intelligence and the different dimensions of artificial intelligence
- Describe the different developments in the history of artificial intelligence
- Describe how heuristics could be formulated for a given problem
- Describe the relationship between heuristics and artificial intelligence search
- Differentiate between human and artificial intelligent behaviour
- Describe knowledge representation and reasoning
- Explain the relationship between data, information and knowledge
- Discuss the relationship between planning and problem solving
- Explain how situation calculus is used in solving complex problems
- Describe the cognitive and engineering approach to artificial intelligence activity
All Alison courses are free to enrol, study and complete. To successfully complete this Certificate course and become an Alison Graduate, you need to achieve 80% or higher in each course assessment. Once you have completed this Certificate course, you have the option to acquire an official Certificate, which is a great way to share your achievement with the world. Your Alison Certificate is:
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