Data Analysis Courses and Certifications

Data Science: Linear Regression

25 ratings at edX

Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

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

Probabilistic Graphical Models 3: Learning

299 ratings at Coursera

Learn to build probabilistic graphical models from data, covering parameter estimation, structure learning, and handling incomplete data. Explore advanced techniques for both directed and undirected models.

• Coursera
• 66 hours
• On-Demand
• Free Online Course (Audit)

Calculus Applied!

32 ratings at edX

Apply tools of single-variable calculus to create and analyze mathematical models used by real practitioners in social, life, and physical sciences.

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

Case study: DNA methylation data analysis

2 reviews

Basic workflow for analyzing DNA methylation data.

• edX
• 1 week
• Finished
• Free Online Course (Audit)

Bayesian Statistics

12 reviews

Learn to apply Bayesian methods for statistical inference, decision-making, and regression. Update prior probabilities, make optimal decisions, and implement model averaging using R software.

• Coursera
• 1 day 10 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Data Science: Productivity Tools

34 ratings at edX

Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.

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

Introduction to Digital Humanities

42 ratings at edX

Develop skills in digital research and visualization techniques across subjects and fields within the humanities.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

MongoDB

Data Wrangling with MongoDB

9 reviews

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Stanford Seminar - Interactive Biotechnology - Cloud Labs, Biotic Games, Museum Exhibits, DIY Kits

3 reviews

Explore interactive biotechnology through cloud labs, biotic games, museum exhibits, and DIY kits. Discover innovative approaches to learning and experimenting with living organisms using technology.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Energy to Electrochemistry Final Exam

Demonstrate your chemistry knowledge in the final exam.

• edX
• 4 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Digital Humanities in Practice: From Research Questions to Results

14 ratings at edX

Combine literary research with data science to find answers in unexpected ways. Learn basic coding tools to help save time and draw insights from thousands of digital documents at once.

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

Microcredential

Data Analysis for Life Sciences

Comprehensive R programming series for life sciences data analysis, covering statistics, linear models, high-throughput experiments, and high-dimensional data techniques to drive biomedical research and discoveries.

• edX
• 16 weeks, 2-4 hours a week
• On-Demand
• $876.00
• 4 courses

Microcredential

Data Analysis for Genomics

Unlock genomics' potential: Analyze and interpret high-throughput data using R and Bioconductor. Master key concepts through coding, from basic to advanced techniques in functional genomics and data visualization.

• edX
• 13 weeks, 2-4 hours a week
• On-Demand
• $657.00
• 3 courses

Microcredential

Genomics Data Analysis

Acquire advanced skills in analyzing genomic data using R and Bioconductor. Learn high-performance computing, case studies in functional genomics, and genome-scale assay interpretation for cutting-edge research in genomics.

• edX
• 12 weeks, 2-4 hours a week
• On-Demand
• Paid Course

Hits and Misses: Sports Marketing, Gender, and Society

Experts explore the influence of sports on society, examining connections between marketing, gender, and athletics through data analysis, advertising, and media representation.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video