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This course is for learning basic AI and related mathematical concepts and techniques needed for formulating and solving problems in engineering using AI. This course selects, introduces and explains AI concept, 4th industrial revolution, machine learning concept,and it's applications using vector calculus. To use vector calculus for AI, this course introduces gradient, divergence and curl of a vector point function and related identities including evaluation of line, surface and volume integrals using Gauss, Stokes and Green’s theorems and their verification with the physical interpretations of common forms of applications of partial differential equations in various disciplines of study for AI and Math beginners. Upon successful completion of the course, students should appreciate mathematics as a useful tool for formulating (modelling) and solving AI related engineering problems and have a basic understanding of some concepts in vector calculus for AI.
了解顶级公司的员工如何掌握热门技能
该课程共有7个模块
涵盖的内容
4个视频1个作业
涵盖的内容
4个视频1个作业
涵盖的内容
4个视频1个作业
涵盖的内容
4个视频1个作业
涵盖的内容
4个视频1个作业
涵盖的内容
3个视频1个作业
涵盖的内容
1个作业
位教师
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