Mathematics Courses and Certifications

NPTEL;  IIT Kharagpur

Mathematics - Probability and Statistics

An introduction to probability and statistics spanning random variables, distributions, estimation, and hypothesis testing.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

Calculus Applied!

40 ratings at edX

Apply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences.

• edX
• 10 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Discrete Math for Computer Science - Algorithms & Recursion

Learn modular arithmetic, GCDs and the Euclidean algorithm, then use asymptotic notation, induction and recurrence relations to design and prove recursive algorithms and public-key encryption.

• Coursera
• 7 weeks, 2 hours a week
• Self-Paced
• Paid Course

Discrete Math for Computer Science - Logic & Set Theory

Learn propositional and predicate logic, truth tables, quantifiers, rules of inference, proof by contradiction and contraposition, plus sets, functions, power sets and cardinality.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

Career Certificate

Discrete Mathematical Tools for Computer Science

Build the discrete math toolkit behind computing: logic and set theory, counting and probability, and algorithms, recursion and proofs for analyzing algorithm correctness.

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

Discrete Math for Computer Science - Counting & Probability

Count arrangements with permutations, combinations, binomial coefficients and inclusion-exclusion, then compute probabilities using sample spaces, Bayes' theorem, random variables, expectation and variance.

• Coursera
• 8 weeks, 2 hours a week
• Self-Paced
• Paid Course

Practical Numerical Methods with Python

5 ratings

Even if this is the only numerical methods course you ever take, dedicating yourself to mastering all modules will give you a foundation from which you can build a career in scientific computing.

• Independent
• 15 weeks, 6 hours a week
• Self-Paced
• Free Online Course

Math for MBA and GMAT Prep

52 ratings at Coursera

Build the math foundation for business school: means, medians and standard deviations, algebra refreshers, marginal analysis, and regression, using Excel formulas and visualization tools.

• Coursera
• 7 weeks, 2 hours a week
• Self-Paced
• Paid Course

Advanced Modeling for Discrete Optimization

143 ratings at Coursera

Debug and improve discrete optimization models in a high-level modeling language, encapsulate constraints in predicates, and tackle scheduling, packing, symmetry and dominance breaking.

• Coursera
• 5 weeks, 9 hours a week
• Self-Paced
• Paid Course

Become a Calculus 3 Master

2387 ratings at Udemy

Learn everything from Calculus 3, then test your knowledge with 780+ practice questions

• Udemy
• 1 day 39 minutes
• Self-Paced
• Paid Course

High School Geometry Critical Concepts (Grades 9-10) (Live Online)

189 ratings at CourseHorse

Students will explore the fundamentals of geometry while building a strong foundation for future math studies.

• CourseHorse
• 12 hours
• Self-Paced
• $155.00

Multivariable Calculus

2 ratings

This course covers vector and multi-variable calculus. It is the second semester in the freshman calculus sequence. Topics include vectors and matrices, partial derivatives, double and triple integral

• MIT OpenCourseWare
• 28 hours
• Self-Paced
• Free Video

Differential Equations

2 ratings

The laws of nature are expressed as differential equations. Scientists and engineers must know how to model the world in terms of differential equations, and how to solve those equations and interpret

• MIT OpenCourseWare
• 31 hours
• Self-Paced
• Free Video

Mathematics of Big Data and Machine Learning, IAP 2020

2 ratings

Explores mathematical methods for handling big data, from associative arrays and entity analysis to power-law and Kronecker graph generation.

• YouTube
• 14 hours
• Self-Paced
• Free Video

Optimization with Python: Solve Operations Research Problems

2039 ratings at Udemy

Solve optimization problems with CPLEX, Gurobi, Pyomo... using linear programming, nonlinear, evolutionary algorithms...

• Udemy
• 12 hours 47 minutes
• Self-Paced
• Paid Course