Mathematics

EdX

University of Adelaide,AdelaideX

MathTrackX: Differential Calculus (edX)

Sci: Mathematics

Explore the world of mathematics with our Differential Calculus course from edX. This foundational course will equip you with essential skills in differentiation, a crucial tool in calculus used to analyze rates of change and solve complex problems. Whether you're a student or professional, this course offers valuable insights into how derivatives can be applied across various fields.

Self Paced

Self-Paced

Math Mathematics Derivatives

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Coursera

The Hong Kong University of Science and Technology - HKUST

Vector Calculus for Engineers (Coursera)

Sci: Mathematics

Dive into Vector Calculus for Engineers, a course that blends theoretical knowledge with practical applications crucial for engineers. This course covers key topics such as scalar and vector fields, differentiation techniques, integration methods, and the fundamental theorems of vector calculus. By mastering these concepts, you'll be better equipped to tackle complex engineering problems in areas like Electromagnetism and Fluid Mechanics.

Aug 10th 2026

5-12 Weeks

Math Calculus Mathematics

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EdX

University of Adelaide,AdelaideX

MathTrackX: Integral Calculus (edX)

Sci: Mathematics

Dive into the fascinating world of integral calculus with our online course from edX. This part of the MathTrackX series will equip you with essential skills in integration, enabling you to tackle intricate mathematical challenges and apply your newfound knowledge to practical situations across various fields.

Self Paced

Self-Paced

Math Calculus Mathematics

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Coursera

Imperial College London

Mathematics for Machine Learning: Linear Algebra (Coursera)

Statistics & Data Analysis Data Science

Dive into the core of Mathematics for Machine Learning with our Linear Algebra course. Learn about vectors, matrices, eigenvalues, eigenvectors, and apply these concepts to exciting tasks like image rotation and understanding algorithms like PageRank.

Aug 10th 2026

5-12 Weeks

Math Machine Learning Linear Algebra

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Coursera

Imperial College London

Mathematics for Machine Learning: Multivariate Calculus (Coursera)

Sci: Mathematics

Discover the fundamental principles of multivariate calculus and their application in machine learning with this beginner-friendly course. Gain a solid understanding of gradients, optimization techniques, and more, all crucial for developing sophisticated ML algorithms.

Aug 10th 2026

5-12 Weeks

Calculus Machine Learning Linear Regression

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Coursera

Imperial College London

Mathematics for Machine Learning: PCA (Coursera)

Data Science

Dive into the essential mathematics behind one of the most popular dimensionality reduction techniques in machine learning: Principal Component Analysis (PCA). This comprehensive course is designed for those with an intermediate understanding of statistics and linear algebra, aiming to equip you with the skills needed to apply PCA effectively in your data science projects. By the end of this course, you'll have a solid grasp on how to minimize reconstruction error and extract meaningful patterns from high-dimensional datasets.

Aug 10th 2026

4 Weeks

Statistics Analysis Machine Learning

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EdX

University of Adelaide,AdelaideX

MathTrackX: Probability (edX)

Sci: Mathematics

Dive into the fascinating world of probability with MathTrackX's Probability course on edX. This beginner-friendly program will equip you with essential skills in understanding randomness, modeling chance, and making data-driven decisions. Explore discrete random variables, probability distributions, and more to unlock a deeper comprehension of statistical inference.

Self Paced

Self-Paced

Math Probability Mathematics

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EdX

University of Adelaide,AdelaideX

MathTrackX: Statistics (edX)

Sci: Mathematics

Dive into the world of statistical inference with our comprehensive online course, MathTrackX: Statistics. Building upon your understanding of probability and random variables, this course will equip you with the skills to apply statistical concepts to real-world scenarios, enhancing your ability to analyze and interpret data effectively.

Self Paced

Self-Paced

Math Statistics Statistical Inference

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EdX

University of Texas at Austin,UTAustinX

Advanced Linear Algebra: Foundations to Frontiers (edX)

Sci: Mathematics Computer Science

Dive into Advanced Linear Algebra: Foundations to Frontiers (ALAFF) and elevate your understanding of linear algebra's role in computing and data science. This course will equip you with advanced knowledge, practical skills in algorithm implementation, and insights into the nuances of floating-point arithmetic.

Self Paced

Self-Paced

Math Computing Algorithms

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