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Sample-based Learning Methods

by Martha White , Adam White
  • 4.7
Approx. 22 hours to complete
In this course, you will learn about several algorithms that can learn near optimal policies based on trial and error interaction with the environment---learning from the agent’s own experience. Learning from actual experience is striking because it requires no prior knowledge of the environment’s dynamics, yet can still attain optimal behavior....
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Natural Language Processing

by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович
  • 4.4
Approx. 32 hours to complete
This course covers a wide range of tasks in Natural Language Processing from basic to advanced: sentiment analysis, summarization, dialogue state tracking, to name a few. Upon completing, you will be able to recognize NLP tasks in your day-to-day work, propose approaches, and judge what techniques are likely to work well....
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Value-Based Care: Reimbursement Models

by Susie Gronseth , Sara G. McNeil
  • 0.0
Approx. 5 hours to complete
This course is designed to help you build high-level knowledge of the current medical coding and payment mechanisms of most U. S. healthcare services, referred to as fee-for-service. You will explore why the fee-for-service model has contributed to higher costs in the U. S. healthcare system without clearly improving health outcomes....
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FPGA computing systems: Background knowledge and introductory materials

by Marco Domenico Santambrogio
  • 4.6
Approx. 46 hours to complete
System design space exploration and rationale behind partial reconfiguration Enabling Flexible Network FPGA Clusters in a Heterogeneous Cloud Data Center [suggested readings]...
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