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Explore optimal policy learning algorithms with the University of Alberta's 4-week course. Gain insights into Monte Carlo methods, Q-learning, and model-based planning to accelerate learning.
In this 6-week capstone course by the University of Alberta, learners will implement a complete Reinforcement Learning (RL) solution, conduct a scientific study of the system, and learn to deploy RL in real-world scenarios.
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 wi…
Explore problem-solving in high-dimensional state spaces with the University of Alberta's 4-week course. Learn value function approximation, policy gradient methods, and neural network approaches.
Learn to apply machine learning to data analysis and automation across various domains with this 4-week course by Alberta Machine Intelligence Institute on Coursera.
Explore supervised learning techniques with real case studies in this 4-week course by Alberta Machine Intelligence Institute on Coursera. Python and basic algebra knowledge required.
Improve your machine learning models with this 4-week course by Alberta Machine Intelligence Institute. Learn to understand data biases, implement validation measures, and enhance model accuracy.
Finalize your applied machine learning skills with this 4-week course by Alberta Machine Intelligence Institute. Learn to prepare, operationalize, and maintain ML projects in a business context.
이 강좌는 머신 러닝에 관심이 있으며 데이터 분석 및 자동화에 머신 러닝을 적용하길 원하는 전문가를 위한 강좌입니다. 이 강좌는 금융, 의약품, 공학, 비즈니스 등 분야와 상관없이 머신 러닝 프로젝트에서 문제를 정의하고 데이터를 준비하는 방법을 소개합니다.이 강좌를 수료하고 나면 머신 러닝 문제를 두 가지 접근 방법으로 정의할 수 있을 것입니다. 또한 이용 가능한 데이터 자료를 조사하고 잠재적 ML 적용을 알아보는 방법을 알게 될 것입니다. 비즈니스…
Learn to apply machine learning to data analysis and automation in various domains with this 17-week course by Alberta Machine Intelligence Institute. Gain skills to build, train, and deploy ML projects.
By the end of this course you will have all the tools and understanding you need to confidently roll out a machine learning project and prepare to optimize it in your business context.
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