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Carnegie Mellon University

Carnegie Mellon University is one of the oldest and top tier institute in the world.

Showing 20 of 7 courses
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Goals of this course is to implement and experiment with existing algorithms for learning control policies guided by reinforcement, demonstrations and intrinsic curiosity. Eva
  • FREE
  • 9 hrs 15 min
  • Self Paced
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Nearly every problem in machine learning and computational statistics can be formulated in terms of the optimization of some function, possibly under some set of constraints.
  • FREE
  • 9 hrs 3 min
  • Self Paced
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In this course, we first provide a comprehensive overview of memory systems, taking an approach that covers both fundamentals and recent research. We first introduce fundament
  • FREE
  • 22 hrs 36 min
  • Self Paced
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Statistical Machine Learning,10-702/36-702, is a second graduate level course in advanced machine learning. The term “statistical” in the title reflects the emphasis on st
  • FREE
  • 2 hrs 52 min
  • Self Paced
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Let's get real and talk about hardware acceleration for database management systems. We are flexing hard with another season of database technical talks at Carnegie Mellon Uni
  • FREE
  • 6 hrs 5 min
  • Self Paced
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This course is a comprehensive study of the internals of modern database management systems. It will cover the core concepts and fundamentals of the components that are used i
  • FREE
  • 7 hrs 14 min
  • Self Paced
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This course,15-445/645 Intro to Database Systems, is on the design and implementation of database management systems. Topics include data models (relational, document, key/val
  • FREE
  • 6 hrs 37 min
  • Self Paced