Statistical and Probabilistic Foundations of AI
About this course
'Statistical and Probabilistic Foundations of AI' provides an accessible overview of the mathematics and statistics behind fundamental concepts of data science, machine learning, and artificial intelligence. It covers descriptive and exploratory data analysis and a brief introduction to inferential statistics. It provides the principles of probability necessary to understand the methods used in inferential statistics and machine learning at an introductory level.
75/100
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- 24/45
- Who stands behind it
- 35/35
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- 16/20
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What you'll learn
- understanding of descriptive data analysis
- familiarity with exploratory data analysis techniques
- introduction to inferential statistics concepts
- basic principles of probability applied to statistics and machine learning
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