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Mathematics

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Mathematics Courses and Certifications

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7 Best Mathematics for Machine Learning Courses in 2026

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Medicosis Perfectionalis
Mathematics - Pre-Algebra to Advanced Calculus and Statistics

Master essential mathematical concepts from basic arithmetic to advanced calculus, including algebra, geometry, trigonometry, statistics, and scientific notation for MCAT preparation.
- YouTube
- 3 hours 22 minutes
- Self-Paced
- Free Video
English for Science, Technology, Engineering, and Mathematics
11 ratings

This course is designed for non-native English speakers who are interested in improving their English skills in the sciences.
- Coursera
- 1 day 10 hours 39 minutes
- Self-Paced
- Paid Course
Mathematics of Big Data and Machine Learning, IAP 2020
2 ratings

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
- Self-Paced
- Free Video
Maximum Entropy Methods
10 ratings

In this tutorial, Simon DeDeo introduces MaxEnt through a series of examples, taking students from the basics of the subject up to its applications in science and engineering
- Complexity Explorer
- 1 hour
- Self-Paced
- Free Certificate
Introduction to Dynamical Systems and Chaos
131 ratings

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
- Self-Paced
- Free Certificate
- Best of All Time
The Mathematics of Visual Illusions - Ian Stewart

Explore visual illusions and their mathematical underpinnings with Ian Stewart, uncovering how the brain processes ambiguous information and makes perceptual decisions.
- YouTube
- 50 minutes
- Self-Paced
- Free Video
Spahn's Science Lectures
College Physics 1 - Mathematics Review

Comprehensive mathematics review covering exponents, fractions, and equation-solving, laying the foundation for advanced physics concepts in subsequent lectures.
- YouTube
- 32 minutes
- Self-Paced
- Free Video
Insights into Mathematics
Object-Oriented Versus Expression-Oriented Mathematics - Arithmetic and Geometry Math Foundations

Exploring the shift from object-oriented to expression-oriented mathematics, focusing on the unit circle as a key example and discussing various interpretations and approaches in modern mathematics.
- YouTube
- 46 minutes
- Self-Paced
- Free Video
Insights into Mathematics
A New Paradigm for Mathematics and Physics - Diffusion Symmetry

Exploring diffusion symmetry as a new paradigm for understanding symmetry in mathematics and physics, offering insights into group theory, character tables, and fusion rule algebras.
- YouTube
- 48 minutes
- Self-Paced
- Free Video
Hausdorff Center for Mathematics
Panorama of Mathematics - Peter Scholze

Explore locally symmetric spaces and Galois representations with Peter Scholze, delving into hyperbolic 3-space, Bianchi manifolds, and non-abelian reciprocity laws in advanced mathematics.
- YouTube
- 50 minutes
- Self-Paced
- Free Video
International Mathematical Union
Kevin Buzzard: The Rise of Formalism in Mathematics

Explore the growing influence of formalism in modern mathematics, examining its impact on proof verification and theorem-proving technologies.
- YouTube
- 1 hour 8 minutes
- Self-Paced
- Free Video
The Royal Institution
Building the Universe with Mathematics

Explore how mathematics can design our universe, from numbers to multidimensional concepts. Discover the progression of ideas that shape existence, including geometry, algebra, infinity, and relativity.
- YouTube
- 1 hour
- Self-Paced
- Free Video
The Royal Institution
What's the Point of Mathematics? - Mathematical Modeling Applications

Explore the real-world applications and significance of mathematics with Dr. Nira Chamberlain, a renowned expert in mathematical modeling across various industries.
- YouTube
- 55 minutes
- Self-Paced
- Free Video
World Science Festival
Mathematics - The Language of Nature

Explore symmetry's role in math and physics with Edward Frenkel, delving into the Langlands program and its potential for unifying mathematical theories in this engaging lecture.
- YouTube
- 56 minutes
- Self-Paced
- Free Video
Insights into Mathematics
A Brief History of Geometry - Sociology and Pure Mathematics

Explore geometry's evolution from ancient times to 1400 AD, covering key theorems, Platonic solids, and applications in astronomy, surveying, and construction. Highlights include Islamic contributions to spherical geometry.
- YouTube
- 27 minutes
- Self-Paced
- Free Video

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