Sample-based Learning Methods
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Rating | 4.6★ based on 58 ratings |
---|---|
Length | 5 weeks |
Effort | 4-6 hours/week |
Starts | Jul 3 (44 weeks ago) |
Cost | $99 |
From | University of Alberta, Alberta Machine Intelligence Institute via Coursera |
Instructors | Martha White, Adam White |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Algorithms Machine Learning |
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What people are saying
balance between theory
A great step towards the acquisition of basic and medium complexity RL concepts with a nice balance between theory and practice, similar to the first one.
Great balance between theory and demonstration of how all techniques works.
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theory and practice
Well done mix of theory and practice!
programming assignments
The programming assignments are not really "programming" because you're constrained to type a handful of lines in a few places into a solution that is largely has been prepared for you.
Coursera has classes with more intense and creative programming assignments and the learning there seems to be much deeper.
excellent complement to the book Great The course needs more support and / or error message output for the programming assignments.
Also, the programming assignments are very beneficial.
Very good introductions and practices to the classic RL algorithms Excellent course companion to the textbook, clarifies many of the vague topics and gives good tests to ensure understanding Good balance of theory and programming assignments.
Rating 4.3 stars – so far (first two classes combined) Lectures: 4.0stars Quizes: 4.0stars Programming assignments: 4.5stars Book (Sutton and Barto): 4.5stars In the spectrum from the theoretical to practical where you have, very roughly,... (1) “Why”: Why you are doing what you are doing (2) “What”: What you are doing (3) “How”: How to implement it (eg programming)... ...this is a “what-how” class.
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Rating | 4.6★ based on 58 ratings |
---|---|
Length | 5 weeks |
Effort | 4-6 hours/week |
Starts | Jul 3 (44 weeks ago) |
Cost | $99 |
From | University of Alberta, Alberta Machine Intelligence Institute via Coursera |
Instructors | Martha White, Adam White |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Algorithms Machine Learning |
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