Mathematics Courses and Certifications

Math Sorcerer

9 Hours of Mathematical Proofs for Self Study - Topology, Analysis, Complex Variables, Abstract Algebra, Number Theory, and Advanced Calculus

Dive into comprehensive mathematical proofs spanning topology, analysis, complex variables, abstract algebra, number theory, and advanced calculus for intensive self-study.

• YouTube
• 8 hours 10 minutes
• Self-Paced
• Free Video

R Programming 101

Multiple Regression Analysis Using R Programming - From Beginning to End

Master multiple regression analysis using R programming, from basic concepts to diagnostic tests and assumption validation for accurate predictive modeling.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

R Programming 101

Multiple Regression - Variable Selection Methods Using R

Master variable selection techniques in R for multiple regression models, including stepwise methods, multicollinearity assessment, and R-squared optimization for precise statistical analysis.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Harvard CMSA

Topics in Deep Learning Theory - October 22, 2024

Dive into advanced theoretical concepts of deep learning, exploring mathematical foundations and cutting-edge developments in neural network architecture and optimization.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Harvard CMSA

Deep Learning Theory - September 10, 2024

Dive into advanced theoretical concepts of deep learning, exploring mathematical foundations and cutting-edge developments in neural network architecture and optimization techniques.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Numberphile

A Number to the Power of a Matrix - Understanding Exponential Matrix Operations

Explore the fascinating mathematical concept of raising the constant e to a matrix power, featuring Oxford mathematician Tom Crawford's engaging explanation of this complex operation.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Estadística y probabilidad

1708 ratings at Coursera

Aprende estadística descriptiva, datos bivariados y probabilidad. Desarrolla habilidades para analizar información, interpretar datos y tomar decisiones basadas en evidencia estadística.

• Coursera
• 18 hours 13 minutes
• Self-Paced
• Paid Course

Fun with Prime Numbers: The Mysterious World of Mathematics

2 ratings

Learn about prime numbers, solve math problems and explore recent discoveries and theories.

• edX
• 4 weeks
• Not Currently Offered
• Free Online Course

1.- El Cálculo - Modelo Lineal

1049 ratings at Coursera

Aprende cálculo a través del movimiento lineal, conectando matemáticas con situaciones reales y desarrollando habilidades de generalización y aplicación en diversos contextos.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

Information Theory: Defining Entropy and Information - Lecture 1

2 ratings

Delve into the mathematical foundations of entropy and information measurement, exploring how random variables contribute to quantifying information in probability theory.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Ross Dynamics Lab

Bifurcation Theory - Saddle-Node, Hopf, Transcritical, Pitchfork

2 ratings

Explore saddle-node, transcritical, pitchfork, and Hopf bifurcations in dynamical systems. Learn how these phenomena affect phase portraits and system behavior as parameters change.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

IIT Roorkee;  NPTEL

Essential Mathematics for Machine Learning

Explore essential mathematical concepts for machine learning, including linear algebra, calculus, optimization, and probability theory. Gain foundational knowledge to develop new algorithms and understand ML applications.

• Swayam
• 12 weeks
• No Longer Offered
• Free Online Course

IIT Kharagpur;  NPTEL

Engineering Mathematics - I

Comprehensive study of essential mathematics for engineering, covering calculus, linear algebra, and differential equations with practical applications to various engineering problems.

• Swayam
• 12 weeks
• No Longer Offered
• Free Online Course

IIT Delhi;  NPTEL

Introduction to Methods of Applied Mathematics

Explore essential mathematical methods for science and engineering, covering ODEs, Green's functions, Laplace and Fourier transforms, and wavelets. Ideal for advanced undergrads and graduates.

• Swayam
• 12 weeks
• No Longer Offered
• Free Online Course

Explore essential mathematical methods for chemists, including error analysis, statistics, linear algebra, and differential equations, enhancing problem-solving skills for advanced chemistry studies.

• Swayam
• 8 weeks
• Not Currently Offered
• Free Online Course