Mathematics Courses and Certifications

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)

Hypothesis Testing in Public Health

613 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

1906 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

371 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)

Algebra: Elementary to Advanced - Functions & Applications

161 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)

Algebra: Elementary to Advanced - Equations & Inequalities

512 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

187 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

120 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

101 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

98 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)

Precalculus: Mathematical Modeling

83 ratings at Coursera

Explore mathematical modeling through functions, data analysis, and real-world applications. Build foundational skills for scientific careers and future math courses. Suitable for all students interested in applying math to various disciplines.

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

Linear Algebra: Linear Systems and Matrix Equations

77 ratings at Coursera

Explore linear systems, matrices, and vector equations, gaining foundational skills in linear algebra. Learn to solve and classify linear systems, understand linear transformations, and apply concepts to real-world problems.

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

Mathematics and Democracy Teach Out

Explore mathematical perspectives on democracy, voting methods, fairness criteria, and representative systems. Gain insights into the complexities of decision-making in democratic processes.

• Coursera
• 12 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Linear Regression and Modeling

1713 ratings at Coursera

Explore simple and multiple linear regression models using R. Learn to fit, examine, and utilize regression for analyzing relationships between variables and making predictions.

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