Intelligent Systems

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Prediction and Control with Function Approximation (Coursera)

Apr 21st 2025
Prediction and Control with Function Approximation (Coursera)
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Categories
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Prediction and Control with Function Approximation (Coursera)
In this course, you will learn how to solve problems with large, high-dimensional, and potentially infinite state spaces. You will see that estimating value functions can be cast as a supervised learning problem---function approximation---allowing you to build agents that carefully balance generalization and discrimination in order to maximize [...]
Reinforcement Learning Specialization
Prediction
Function Approximation
Reinforcement Learning
Intelligent Systems
Artificial Intelligence
Machine Learning
Coursera Plus
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Apr 21st 2025
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
66.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Sample-based Learning Methods (Coursera)

Apr 21st 2025
Sample-based Learning Methods (Coursera)
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Categories
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic
Sample-based Learning Methods (Coursera)
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 [...]
Reinforcement Learning Specialization
Learning
Function Approximation
Artificial Intelligence
Intelligent Systems
Reinforcement Learning
Machine Learning
Coursera Plus
View more details
Apr 21st 2025
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
66.00 EUR/month
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic

A Complete Reinforcement Learning System (Capstone) (Coursera)

Mar 31st 2025
A Complete Reinforcement Learning System (Capstone) (Coursera)
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Categories
Data Science
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
A Complete Reinforcement Learning System (Capstone) (Coursera)
In this final course, you will put together your knowledge from Courses 1, 2 and 3 to implement a complete RL solution to a problem. This capstone will let you see how each component---problem formulation, algorithm selection, parameter selection and representation design---fits together into a complete solution, and how [...]
Reinforcement Learning Specialization
Reinforcement Learning
Artificial Intelligence
AI
Machine Learning
Function Approximation
Intelligent Systems
Algorithms
Coursera Plus
View more details
Mar 31st 2025
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Data Science
Mixed
5-12 Weeks
1-4 Hours/Week
66.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Fundamentals of Reinforcement Learning (Coursera)

Mar 31st 2025
Fundamentals of Reinforcement Learning (Coursera)
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
Spanish
Fundamentals of Reinforcement Learning (Coursera)
Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. Understanding the importance and challenges of learning agents that make [...]
Reinforcement Learning Specialization
Reinforcement Learning
Function Approximation
Artificial Intelligence
AI
Machine Learning
ML
Intelligent Systems
Markov Decision Processes
Value Functions
Bellman Equation
Dynamic Programming
Coursera Plus
View more details
Mar 31st 2025
Course Auditing
Coursera
Alberta Machine Intelligence Institute
University of Alberta
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
66.00 EUR/month
English
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
Spanish

Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems (FutureLearn)

Sep 20th 2021
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems (FutureLearn)
Course Auditing
FutureLearn
University of York
Categories
CS: Artificial Intelligence, Robotics & Computer Vision
Effort
3 Weeks
1-4 Hours/Week
Languages
English
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems (FutureLearn)
Discover the benefits and risks of deep learning and its uses in systems such as assistive technology and facial recognition. Delve into the inner workings of deep learning. From Ada Lovelace until the first decade of this century, we have relied on expert computer programmers to design and write [...]
Intelligent Systems
Deep Learning
Autonomous Systems
Facial Recognition
Machine Learning
Computer Vision
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Sep 20th 2021
Course Auditing
FutureLearn
University of York
CS: Artificial Intelligence, Robotics & Computer Vision
3 Weeks
1-4 Hours/Week
54.00 EUR
English

Applications of AI Technology (FutureLearn)

May 11th 2020
Applications of AI Technology (FutureLearn)
Course Auditing
FutureLearn
Taipei Medical University
Categories
CS: Artificial Intelligence, Robotics & Computer Vision
Engineering
Science
Effort
4 Weeks
1-4 Hours/Week
Languages
English
Applications of AI Technology (FutureLearn)
Learn how AI technology is influencing four key areas: intelligent systems, medtech, deep learning, and sustainable fishing. Explore fascinating examples of how artifical intelligence is shaping our future. On this course, you’ll learn how AI technology is affecting the future of four key areas.
Artificial Intelligence
Intelligent Systems
MedTech
Deep Learning
Sustainable Fishing
AI Technology
View more details
May 11th 2020
Course Auditing
FutureLearn
Taipei Medical University
CS: Artificial Intelligence, Robotics & Computer Vision
Engineering
Science
4 Weeks
1-4 Hours/Week
54.00 EUR
English