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.
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.
Coursera
Dive into the world of Reinforcement Learning, a crucial subfield of Machine Learning that focuses on developing intelligent agents capable of making decisions based on interaction with their environment. This course provides an in-depth understanding of statistical learning techniques where an agent takes actions to maximize rewards. Ideal for those interested in interactive AI and automated decision-making processes.
Coursera
In this final course of the Reinforcement Learning specialization, you will synthesize your acquired knowledge to build a complete reinforcement learning (RL) system. By tackling a real-world problem, you'll learn how each component—problem formulation, algorithm selection, parameter tuning, and representation design—works together in a cohesive solution. This capstone project requires you to create both the environment simulating your problem and an RL agent with neural network function approximation. You will also conduct a scientific study of your learning system, enhancing your ability to assess the robustness of RL agents.
EdX
Embark on a transformative journey with 'Reconciliation Through Indigenous Education' – an online course designed to weave Indigenous histories, perspectives, worldviews, and learning approaches into the fabric of our daily lives and professional environments. This course is perfect for educators, community leaders, and anyone committed to fostering reconciliation and inclusivity.
Coursera
Dive into the intriguing realm of psychology with our Introduction to Psychology course. Uncover the secrets behind the mind and behavior through compelling experiments, brain studies, memory, learning, attention, perception, consciousness, and more. Understand how we develop as humans and how social interactions shape our thoughts and actions.
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.
Other Providers
Ce cours sur la Vision Artificielle vous offre une introduction pratique à l'exploitation intelligente des ressources naturelles. Apprendre à identifier des opportunités commerciales, utiliser les drones pour collecter des données et développer des solutions basées sur l'intelligence artificielle.
Canvas Network
Join the Networked Scholars course on Canvas.net and unlock the potential of online social networks for academics. Over four weeks, you'll gain valuable skills in sharing, reflecting, critiquing, validating, and improving your scholarly work. Enhance your academic presence and contribute to a vibrant community of learners.