Quantitative Methods Courses

STAT 507: Epidemiological Research Methods

Explore epidemiological research methods, study designs, and data analysis techniques. Learn to design studies, identify biases, and critically evaluate literature to improve population health outcomes.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

NITTTR

Basic Instructional Methods

Explore diverse teaching methods to enhance learning outcomes, from traditional lectures to interactive student-centered approaches. Develop skills in selecting and implementing effective instructional strategies.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

LMU Munich

Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

391 ratings at Coursera

Practical introduction to numerical methods for solving partial differential equations using Python, covering finite-difference, pseudospectral, and element methods with hands-on coding and visualization in Jupyter notebooks.

• Coursera
• 1 day 11 hours 1 minute
• On-Demand
• Paid Course

University of London;  Goldsmiths University of London

Applied Mathematical Methods for Computing

Explore essential mathematical foundations for computing including algebra, vectors, matrices, sequences, combinatorics, probability, and statistics to solve complex computational problems.

• Coursera
• 19 hours 20 minutes
• On-Demand
• Paid Course

Statistics and Calculus Methods for Data Analysis

Master essential mathematical foundations for data science through statistics, calculus, and Python applications in expected values, derivatives, and integrals.

• Coursera
• 16 hours 5 minutes
• On-Demand
• Paid Course

Design Thinking Toolbox 2.0 | 50+ Methods, 25+ Templates +AI

906 ratings at Udemy

50+ Methods | 25+ Templates | 10+ AI Tools | Certificate | Expand Your DT Skills | For Workshops & Innovation Processes

• Udemy
• 6 hours 54 minutes
• On-Demand
• Paid Course

Programming Numerical Methods in Python

897 ratings at Udemy

A Practical Approach to Understand the Numerical Methods

• Udemy
• 12 hours 18 minutes
• On-Demand
• Paid Course

GRE Quantitative Prep | Master Math Course | 2026 Updated

868 ratings at Udemy

Calculation Tips and Shortcuts | GRE Algebra Revision | Huge Word Problems Practice | QC | ETS GRE Practice Tests Solved

• Udemy
• 2 days 10 hours 59 minutes
• On-Demand
• Paid Course

Analysis Methods and Rectifiers in Power Electronics - Lecture 2

Explore linear and switching regulators, learn analysis methods for switching circuits, and delve into the Method of Assumed States and Periodic Steady State in power electronics.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Sums - Approximation Methods for Recurrences and Algorithms - Lecture 5

Master sum approximation techniques including perturbation, ansatz method, and integral method for recurrences, counting, probability, and algorithm analysis.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Lower Bounds to Ramsey Numbers - MIT 18.226 Probabilistic Methods in Combinatorics

Delve into probabilistic methods in combinatorics, exploring Ramsey numbers through alteration techniques and the Lovász Local Lemma for advanced mathematical problem-solving.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Linear Algebra with Applications in Quantitative Finance - Lecture 2

Master linear algebra fundamentals for quantitative finance, covering vectors, matrices, portfolio valuation, arbitrage, Markov chains, and no-arbitrage pricing theory.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Probabilistic Methods in Combinatorics - Fall 2024

Discover powerful probabilistic techniques for solving complex combinatorial problems, including Ramsey theory, extremal set theory, and random graph analysis.

• YouTube
• 3 hours 37 minutes
• On-Demand
• Free Video

Fundamental Methods of Projection Theory - Lecture 2

Explore two fundamental methods for studying projections: Kaufman and Falconer's double counting technique and Fourier analysis approach from the 1960s-70s.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Tipping the Iceberg - Developing Statistical Methods to Estimate Lost Fourteenth Century Musical Pieces - Video 32a

Discover statistical methods for estimating lost 14th-century musical pieces through computational analysis and historical data reconstruction techniques.

• YouTube
• 20 minutes
• On-Demand
• Free Video