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Topic outline
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Time: 48 hours
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Free Certificate
After using a really smart app that produced amazing results within seconds, you must have asked yourself: "How did it do that?" After you take this course, you will be able to start answering that question yourself! This course provides you with the fundamentals of the rapidly evolving field of artificial intelligence. Topics we will cover include the core AI concepts that are most relevant to today's applications: Intelligent Agents, various kinds of machine learning models, search algorithms (including heuristic and uninformed search), different variations of iterative improvement algorithms, game playing, foundations of logic and automated reasoning, knowledge bases, natural language processing including generative AI, reasoning under uncertainty and how to apply these ideas to build intelligent software. You will need to know how to program in a modern language like Python, C#, or Java and how to apply libraries that are readily available from different vendors to apply the concepts you learn.
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