Mathematics Courses and Certifications

Intro to Statistics

39 ratings

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks
• Self-Paced
• Free Online Course

Mathematics for Machine Learning: Multivariate Calculus

9 ratings

Explore multivariate calculus essentials for machine learning, covering gradients, chain rule, Taylor series, and optimization techniques, with practical applications in neural networks and regression.

• Coursera
• 17 hours 45 minutes
• Self-Paced
• Paid Course

Random Walks

5 ratings

The goal of this tutorial is to outline some elementary, but beautiful aspects of random walks.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Online Course

Introduction to Logic

20 ratings

Explore computational logic: encode information, reason logically, and discover applications in various fields. Gain a solid foundation in propositional, relational, and functional logic.

• Coursera
• 1 day 23 hours 9 minutes
• Self-Paced
• Paid Course

Career Certificate

Expressway to Data Science: Essential Math

479 ratings at Coursera

Concise overview of foundational mathematics critical for Data Science careers, covering algebra, calculus, linear algebra, and numerical analysis. Prepares learners for advanced studies and applications in the field.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Essential Math for AI

6 ratings at edX

This course introduces the fundamental math used in AI as a review and refresher in preparation for more comprehensive course work.

• edX
• 2 weeks, 1-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Statistical Learning with R

28 ratings

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Mathematics Bridging Course for Initial Teacher Education

Explore mathematical concepts, problem-solving, and evidence-based teaching practices to build foundational knowledge for effective mathematics education in classrooms.

• OpenLearning
• 50 hours
• Self-Paced
• Free Online Course

Mathematics for Economists

通过具体的例子与练习学习如何使用和应用数学。 Learn how to use and apply mathematics by working with concrete examples and exercises

• XuetangX
• Self-Paced
• Free Online Course

Career Certificate

Introduction to Discrete Mathematics for Computer Science

3692 ratings at Coursera

Explore discrete mathematics through interactive puzzles, gaining essential skills for data science, machine learning, and software engineering. Develop mathematical thinking and problem-solving abilities applicable to various IT fields.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Math Fundamentals: Numbers and Terminology

2 ratings

The basic concepts of sets, basic terminology and the fundamental properties of numbers (real and complex) are reviewed.

• edX
• 4 weeks, 3-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Introduction to optimization on smooth manifolds: first order methods

Learn to optimize on smooth, nonlinear spaces: Join us to build your foundations (starting at "what is a manifold?") and confidently implement your first algorithm (Riemannian gradient descent).

• edX
• 6 weeks, 5-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Mathematics Teaching Ideas for the Common Core - Jo Boaler

8 ratings

Explore evidence-based strategies to engage students with Common Core mathematics, including growth mindset techniques, mathematical discussions, and innovative assessment methods.

• YouTube
• 50 minutes
• Self-Paced
• Free Online Course

Math For Video Games: The Fastest Way To Get Smarter At Math

1939 ratings at Udemy

Learn Math for Video Game Design & Coding through Solving fun Video Game Problems

• Udemy
• 13 hours 23 minutes
• Self-Paced
• Paid Course

Tutorials for Complex Systems

25 ratings

This course covers several mathematical techniques that are frequently used in complex systems science. The techniques are covered in independent units, taught by different instructors.

• Complexity Explorer
• Self-Paced
• Free Online Course