Mathematics Courses and Certifications

Introduction to Probability and Data with R

6 reviews

Learn sampling, data exploration, and basic probability using R. Gain practical skills in statistical analysis through hands-on exercises and a final project.

• Coursera
• 14 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: Linear Algebra

9 reviews

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Combinatorics and Probability

854 ratings at Coursera

Explore combinatorics and probability through counting techniques, binomial coefficients, and random variables. Develop intuition for solving complex problems and apply knowledge to create a program for an intriguing dice game.

• Coursera
• 23 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Algebra: Elementary to Advanced - Functions & Applications

163 ratings at Coursera

Learn to apply functions to model real-world data, covering linear, quadratic, and other common functions. Develop problem-solving skills through algebraic and analytic techniques, graph interpretation, and practical applications.

• Coursera
• 5 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Hypothesis Testing in Public Health

619 ratings at Coursera

Explore statistical hypothesis testing methods for public health research, including sample variability, confidence intervals, and p-values, with practical applications using real-world data.

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

Summary Statistics in Public Health

1926 ratings at Coursera

Explore statistical methods in public health research, covering summary measures, data visualization, continuous and binary data, time elements, and the Kaplan-Meier curve. Gain practical skills in interpreting and analyzing real-world health data.

• Coursera
• 15 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Simple Regression Analysis in Public Health

372 ratings at Coursera

Learn to apply simple regression methods in public health, including linear, logistic, and Cox regression. Practice interpreting data and performing calculations using real-world examples.

• Coursera
• 13 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Learn how to calculate eigenvalues and eigenvectors and why they are important for AI applications.

• Udacity
• 1 week
• On-Demand
• Free Online Course

Introduction to Graph Theory

1042 ratings at Coursera

Explore graph theory's applications in GPS, circuits, genomes, and more. Learn about cycles, trees, colorings, and flows. Implement algorithms for optimal assignments and network analysis.

• Coursera
• 20 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Algebra: Elementary to Advanced - Equations & Inequalities

526 ratings at Coursera

Solidify algebraic foundations, from real numbers to quadratic equations. Develop computational skills and apply concepts to model real-world situations. Ideal for students advancing to higher mathematics.

• Coursera
• 10 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Precalculus: Relations and Functions

205 ratings at Coursera

Explore relations and functions, building foundational math skills for modeling and data analysis. Covers linear, quadratic, exponential, and logarithmic functions with real-world applications and exercises.

• Coursera
• 11 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Calculus through Data & Modeling: Limits & Derivatives

190 ratings at Coursera

Explore limits and derivatives in calculus through data modeling, learning to analyze rates of change and apply mathematical concepts to real-world scenarios.

• Coursera
• 9 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Algebra: Elementary to Advanced - Polynomials and Roots

129 ratings at Coursera

Explore advanced algebraic concepts including exponentials, polynomials, and roots. Develop critical thinking and problem-solving skills applicable to real-world scenarios and future mathematical studies.

• Coursera
• 9 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Calculus through Data & Modeling: Precalculus Review

103 ratings at Coursera

Review of key precalculus concepts for calculus, focusing on functions, modeling, and data analysis. Covers exponential, logarithmic, and trigonometric functions, vectors, and equations of lines and planes.

• Coursera
• 7 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Precalculus: Periodic Functions

99 ratings at Coursera

Explore periodic functions, right triangle trigonometry, sine, cosine, tangent, and identities to model cyclical phenomena and build a foundation for advanced mathematics and scientific analysis.

• Coursera
• 9 hours 20 minutes
• On-Demand
• Free Online Course (Audit)