Learning Disabilities Courses

University of Alberta;  Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone)

26 reviews

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.

• Coursera
• 15 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Data Science: Machine Learning

36 ratings at edX

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 8 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Regression

20 reviews

In this 6-week University of Washington course, learn to build regression models, handle large feature sets, implement optimization algorithms, and analyze model performance, using Python.

• Coursera
• 22 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

24 reviews

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…

• Coursera
• 15 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Modelos predictivos con Machine Learning

24 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - The Next Generation of Robot Learning

4 reviews

Stanford University offers a short seminar on robot learning, exploring how machine learning can enhance robots' ability to adapt and generalize across tasks and environments.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Introduction to Data Wise: A Collaborative Process to Improve Learning & Teaching

27 ratings at edX

Harvard's 10-week course guides educators on using data to enhance teaching and learning. It offers a clear, 8-step process for data utilization and encourages collaborative school improvement.

• edX
• 10 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Deep Learning 2021

10 reviews

Dive into Deep Learning with MIT's 29-hour program, covering topics like neural networks, AI bias, and AI in healthcare.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Online Course

Stanford Seminar - Learning, Memory, and Metacognitive Control

3 reviews

Stanford University offers a seminar on learning, memory, and metacognitive control, exploring traditional cognitive psychology experiments and theories of metacognition.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Machine Learning and AI with Python

Learn how to use decision trees, the foundational algorithm for your understanding of machine learning and artificial intelligence.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

HILT Conference: Learning from Each Other, Learning Online

Harvard University offers a short online program sharing best practices for effective peer engagement in online education, including simulations and group assignments.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

HILT Conference - Making Peer Learning Effective

Harvard University offers a brief study into effective peer learning, summarizing key findings from educational research. Less than 1-hour workload.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

HILT 2019 Conference - Making Peer Learning Accessible

Harvard University offers a short program on making peer learning accessible for students with disabilities, covering tools, practices, and Harvard's Digital Accessibility Policy.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

Artificial Intelligence and Machine Learning in MSK Radiology

2 reviews

Stanford University offers an online course on AI and Machine Learning in MSK Radiology, including a tutorial on machine learning for radiologists.

• Independent
• On-Demand
• Free Certificate

Machine Learning With Big Data

14 reviews

Learn to analyze and leverage big data using machine learning techniques in this 5-week course by the University of California, San Diego. Gain skills in data modeling and Spark algorithms.

• Coursera
• 21 hours 34 minutes
• On-Demand
• Free Online Course (Audit)