Quantitative Methods Courses

Bioinformatics Methods for Transcriptomics

Learn bioinformatics methods for analyzing RNA sequencing data, including gene expression, alternative splicing, and transcriptome reconstruction using popular tools like STAR, DESeq2, and Minimap2.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Paid Course

Advanced Probability and Statistical Methods

Master advanced probability concepts through joint distributions, statistical testing, and Markov chains, building expertise in data analysis and statistical inference for real-world applications.

• Coursera
• 1 day 23 hours 46 minutes
• On-Demand
• Paid Course

Advanced Methods in Machine Learning Applications

Master advanced machine learning techniques for complex problem-solving. Explore ensemble learning, regression analysis, unsupervised learning, and reinforcement learning. Gain practical skills to implement and optimize sophisticated models.

• Coursera
• 19 hours 58 minutes
• On-Demand
• Paid Course

Neuroscience Methods

Master cutting-edge neuroscience methods, from neuroimaging and fNIRS to eye tracking and biometric systems. Gain practical skills in data collection, analysis, and research design for understanding cognitive and emotional processes.

• Coursera
• 15 hours 4 minutes
• On-Demand
• Paid Course

Impact Evaluation Methods with Applications in Low- and Middle-Income Countries

7 ratings at edX

Explore impact evaluation methods for development policies in low- and middle-income countries, focusing on effective strategies to accelerate progress and improve lives.

• edX
• 24 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Psychological Research Methods

7 ratings at edX

Learn how to plan, conduct and analyze psychological research and effectively communicate the results.

• edX
• 7 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Mathematical Methods for Data Analysis

6 ratings at edX

Learn mathematical methods for data analysis including mathematical formulations and computational methods. Some well-known machine learning algorithms such as k-means are introduced in the examples.

• edX
• 8 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Wave-Based NDT Methods

Learn how to use wave-based NDT techniques, ultrasonic testing, acoustic emission, etc, to inspect the structural integrity of civil engineering structures, including highways, bridges, dams, and buildings.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Multidisciplinary Research Methods for Engineers

6 ratings at edX

Engineering is no longer limited to working in a single domain; nowadays engineers increasingly work in multidisciplinary fields. After this course you will be able to carry out all stages of multidisciplinary research using appropriate research methods.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to optimization on smooth manifolds: first order methods

Learn to optimize on smooth, nonlinear spaces: Join us to build your foundations (starting at "what is a manifold?") and confidently implement your first algorithm (Riemannian gradient descent).

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Path Integral Methods in Atomistic Modelling

Explore quantum effects in atomic systems using path integral methods. Learn advanced techniques for molecular dynamics, sampling, and rate theory from leading experts.

• edX
• 5 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Startup Valuation Methods

751 ratings at Coursera

Learn startup valuation methods, including discounted cashflow analysis, and explore different investor perspectives. Gain practical skills for evaluating investment opportunities and understanding various financing options for new ventures.

• Coursera
• 6 hours 48 minutes
• On-Demand
• Paid Course

Quantitative Aspects of Global Population Growth

Explore global population growth dynamics, including census challenges, birth/death rates, age distribution, fertility trends, and their impact on modernization efforts in developing countries.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Comparative Methods: Trees, Maps, and Traits in Evolution, Ecology, and Behavior

Explore genetic analysis methods connecting phylogeny to geography, tracing human migration and evolution. Learn about ancestral traits and their impact on fundamental biological concepts.

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

Microlensing, Astrometry and Other Methods for Exoplanet Detection - Lecture 6

Explore planetary detection methods like transits and migration, understanding their impact on our view of solar systems and potential exoplanet discoveries.

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