Mathematics Courses and Certifications

Stanford Lecture - Pi and The Art of Computer Programming - 2019

Explore π's diverse applications in computer science with Donald Knuth, from numerology to boolean functions, puzzles, and pseudocode, in this engaging Stanford lecture.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Microcredential

Mathematical Foundations for Deep Learning

Master essential mathematical concepts - linear algebra, calculus, optimization, and statistics - to build a solid foundation for understanding and implementing deep learning algorithms effectively.

• CodeSignal
• On-Demand
• Free Certificate
• 5 courses

Mathematical Thinking in Computer Science

2243 ratings at Coursera

Develop critical thinking skills for computer science through induction, recursion, logic, and invariants. Solve interactive puzzles to grasp key concepts in algorithms, data science, and machine learning.

• Coursera
• 1 day 17 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics for Engineers: The Capstone Course

5 reviews

Capstone project applying computational fluid dynamics to calculate fluid flow around a cylinder. Includes MATLAB programming assignments and requires prior knowledge in advanced mathematics.

• Coursera
• 9 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics of Big Data and Machine Learning, IAP 2020

Explore artificial intelligence and machine learning with a focus on data handling challenges, covering topics from associative arrays to bio sequence cross-correlation and Kronecker graphs.

• YouTube
• 14 hours
• On-Demand
• Free Video

Introduction to Metric Spaces

Explore fundamental concepts of metric spaces, including metrics, sets, functions, completeness, and compactness. Gain a solid foundation in topological principles and their applications.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Delivery Problem

372 ratings at Coursera

Implement efficient Python programs for the traveling salesman problem, exploring exact and approximation algorithms while applying discrete mathematics concepts.

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

Imaginary Numbers Are Real

Explore the fascinating world of imaginary numbers, from their historical origins to complex functions and Riemann surfaces, in this comprehensive mathematical journey.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Introduction to Dynamical Systems and Chaos

125 reviews

In this course you'll gain an introduction to the modern study of dynamical systems, the interdisciplinary field of applied mathematics that studies systems that change over time.

• Complexity Explorer
• 10 weeks, 3-6 hours a week
• On-Demand
• Free Online Course

• Best of All Time

Introduction to Complex Analysis

1057 ratings at Coursera

Explore complex functions, differentiation, integration, and power series. Delve into conformal mappings, Laurent series, and the Residue Theorem. Gain insights into complex dynamics and the Riemann hypothesis.

• Coursera
• 1 day 3 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Mathematics for Engineers

1 review

Comprehensive engineering mathematics program covering matrix algebra, differential equations, vector calculus, and numerical methods, with MATLAB integration for practical problem-solving skills.

• Coursera
• 26 weeks, 5 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Expressway to Data Science: Essential Math

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
• 17 weeks, 1 hour a week
• On-Demand
• Paid Course
• 3 courses

Essential Math for AI

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 a week
• On-Demand
• Free Online Course (Audit)

Functions and Iterations

6 reviews

This tutorial contains excerpts from David Feldman's Dynamical Systems course.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Master the Fundamentals of Math

10696 ratings at Udemy

Learn everything from the basics of math, then test your knowledge with 510+ practice questions

• Udemy
• 4 hours 59 minutes
• On-Demand
• Paid Course