Coursera Courses

Computational and Graphical Models in Probability

Master computational probability through simulation techniques, network analysis, and graphical models using R. Build expertise in ERGMs and PGMs while gaining practical skills for complex data analysis and machine learning applications.

• Coursera
• 15 hours 56 minutes
• On-Demand
• Paid Course

Foundations of Probability and Random Variables

Master fundamental probability concepts and random variable analysis while gaining practical R programming skills for data science and statistical modeling applications.

• Coursera
• 2 days 1 hour 8 minutes
• On-Demand
• Paid Course

Random Processes

Master correlation functions, spectral analysis, and Monte Carlo simulation techniques for understanding and modeling random processes in engineering systems, with focus on practical applications and data analysis.

• Coursera
• 15 hours 3 minutes
• On-Demand
• Paid Course

Microcredential

Genomic Data Science

Master genomic data science fundamentals, from DNA sequencing algorithms to Python programming, using essential tools like R, Bioconductor, and command-line interfaces for analyzing next-generation sequencing data.

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

Data Science Decisions in Time: Information Theory & Games

Explore decision-making in dynamic environments through game theory, cooperative games, and opponent prediction. Learn to optimize strategies in complex social interactions and extract relevant features for informed choices.

• Coursera
• 1 day 4 minutes
• On-Demand
• Paid Course

Data Science Decisions in Time: Using Causal Information

Explore causal decision-making in data science, focusing on optimizing policies, pricing, and actions using causal structures and advanced analytical techniques for business, medical, and technological applications.

• Coursera
• 1 day 5 hours 23 minutes
• On-Demand
• Paid Course

Data Science Decisions in Time: Using Data Effectively

Learn to make optimal decisions using data streams, from simple to complex, covering Wald's model, Thompson sampling, change points, Markov chains, and Markov decision processes for effective data analysis and decision-making.

• Coursera
• 1 day 1 hour 10 minutes
• On-Demand
• Paid Course

Data Science Decisions in Time:Sequential Hypothesis Testing

Explore sequential hypothesis testing for data-driven decision-making, from Chernoff's landmark paper to modern applications in pricing, healthcare, and image analysis.

• Coursera
• 1 day 12 minutes
• On-Demand
• Paid Course

Emerging Approaches for Measuring Population Health

Explore traditional and innovative population health data collection methods, including mobile surveys and health registries, to inform public health decisions and track major risk factors.

• Coursera
• 8 hours 57 minutes
• On-Demand
• Paid Course

Civil Registration & Vital Statistics in Population Health

Explore the role of civil registration and vital statistics systems in tracking births, deaths, and life events, and their impact on population health decision-making and policy priorities.

• Coursera
• 5 hours 31 minutes
• On-Demand
• Paid Course

Road Safety & Indigenous Communities: Safe Systems Approach

Explore effective Safe Systems approaches to reduce motor vehicle deaths in indigenous communities, focusing on interventions, grant applications, and implementation strategies.

• Coursera
• 4 hours 29 minutes
• On-Demand
• Paid Course

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
• Paid Course

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

Data to Advance Population Health: Global Perspectives

Explore methodologies for leveraging population-level data to strengthen public health programs and policies, with insights from global experts on data generation, analysis, and application for informed decision-making.

• Coursera
• 8 hours 49 minutes
• On-Demand
• Paid Course

Child Housing Assessment for a Safer Environment Teach-Out

Gain insights into comprehensive home safety assessment techniques to protect children from common household hazards, covering everything from carbon monoxide detection to furniture anchoring and stairgate installation.

• Coursera
• 1 day 10 hours 39 minutes
• On-Demand
• Paid Course