Quantitative Methods Courses

Microcredential

Statistical Methods for Computer Science

Master advanced probability and statistical modeling techniques for data analysis, from fundamental concepts to computational methods, using R programming for real-world applications.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Introduction to Psychological Research Methods

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)

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

6 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)

Historic Landscape Archaeology: Approaches, Methods and Beneficiaries

2 reviews

Master tools and methods in landscape archaeology to help protect and promote historic landscapes and cultural heritage.

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

NPTEL;  IIT Kanpur

Quantitative Finance

2 reviews

Comprehensive exploration of financial modeling, risk analysis, and investment strategies, equipping learners with advanced tools for data-driven decision-making in the financial sector.

• YouTube
• 19 hours
• On-Demand
• Free Video

Archaeological Dating Methods

2 reviews

Explore various techniques used to determine the age of archaeological artifacts and sites, from radiocarbon dating to dendrochronology and stratigraphy.

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

The Royal College of Pathologists

Introduction into Molecular Methods in Cancer Diagnosis - Dr. Matthew Clarke

2 reviews

Explore molecular techniques in cancer diagnosis, including immunohistochemistry, methylation profiling, FISH, and sequencing. Learn their advantages for accurate tumor characterization and targeted therapy selection.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Qualitative Research Methods

2 reviews

Explore diverse qualitative research techniques including literature reviews, content analysis, ethnography, interviews, focus groups, and usability testing to enhance your research skills.

• YouTube
• 6 hours
• On-Demand
• Free Video

Mathematical Methods for Data Analysis

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)

Qualitative Methods for Quantitative People (with GenAI)

Explore qualitative analysis using GenAI to enhance decision-making, resource allocation, and data interpretation. Gain hands-on experience with LLMs for comprehensive insights and improved collaboration.

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

Approximation Methods

Explore quantum mechanics approximation methods, including perturbation theory and variational techniques. Gain practical skills to solve complex problems in quantum systems.

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

Methods for Solving Problems

170 ratings at Coursera

In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems.

• Coursera
• 6 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining Methods

33 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 4 minutes
• On-Demand
• Free Online Course (Audit)

Resilience & Leadership: Tools, Methods, & Applications

Practical tools and methods for applying resilience concepts in crisis scenarios, focusing on systems thinking, crisis management, and leadership skills for effective disaster response.

• Coursera
• 1 day 7 hours 20 minutes
• On-Demand
• Free Online Course (Audit)