University of Alberta

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Sample-based Learning Methods (Coursera) Coursera
University of Alberta,Alberta Machine Intelligence Institute

Sample-based Learning Methods (Coursera)

Explore the world of sample-based learning methods in our comprehensive online course. Master intuitive yet effective algorithms like Monte Carlo methods and temporal difference learning techniques including Q-learning. Gain insights into combining model-based planning and TD updates for accelerated learning.

Sep 21st 2026
4 Weeks
Prediction and Control with Function Approximation (Coursera) Coursera
University of Alberta,Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation (Coursera)

Discover how to tackle intricate problems with vast and potentially infinite state spaces by mastering prediction and control through function approximation. This course transforms the way you approach complex decision-making processes, teaching you to view value estimation as a supervised learning challenge. You'll develop agents capable of optimizing rewards by striking the perfect balance between generalizing well across states and discriminating effectively among them.

Sep 21st 2026
4 Weeks
Science Literacy (Coursera) Coursera
University of Alberta

Science Literacy (Coursera)

In an era dominated by misinformation, develop your ability to discern fact from fiction with our Science Literacy course. Gain insights into scientific methodology, learn how to critically assess studies, and understand the role of indigenous knowledge in modern science. This course is designed for those who wish to navigate the complex landscape of scientific information with confidence.

Sep 21st 2026
5-12 Weeks
Software Product Management Capstone (Coursera) Coursera
University of Alberta

Software Product Management Capstone (Coursera)

Embark on a six-week journey to hone your skills as a software product manager. This capstone course offers hands-on management experience, equipping you with the tools needed to excel in real-world scenarios. Learn how to decipher client needs and translate them into effective software requirements using Agile methodologies.

Nov 25th 2024
5-12 Weeks
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