Data Analysis Courses and Certifications

Wrangling Data in the Tidyverse

31 ratings at Coursera

Master data transformation techniques in R to efficiently reshape, manipulate, and analyze datasets using tidyverse packages, enhancing your ability to handle complex data structures and conduct exploratory analyses.

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

Microcredential

Evaluating Large-Scale Health Programs

Learn to plan and implement effectiveness evaluations of large-scale health programs in low- and middle-income countries, covering methods, tools, and practical skills for rigorous assessment.

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

Applied Machine Learning: Techniques and Applications

Master applied machine learning techniques for computer vision, data analysis, and model evaluation. Gain hands-on experience with image processing, supervised learning, and essential skills in data pre-processing and performance assessment.

• Coursera
• 19 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Social Computing

Master social computing techniques to analyze networks, develop chatbots, optimize AI with crowdsourcing, and solve real-world problems using advanced tools and methodologies.

• Coursera
• On-Demand
• Paid Course
• 4 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
• Free Online Course (Audit)

Linear Regression and Modeling

1726 ratings at Coursera

Explore simple and multiple linear regression models using R. Learn to fit, examine, and utilize regression for analyzing relationships between variables and making predictions.

• Coursera
• 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Performance Assessment in the Virtual Classroom

490 ratings at Coursera

Learn how to effectively assess student performance in the virtual classroom. Explore compliance issues, feedback models, online grade book functions, and data analysis. Understand the importance of authentic assessment and consider special populations.

• Coursera
• 10 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

Data Storytelling

Explore complex data visualization techniques, multivariate analysis, and ethical storytelling to effectively communicate insights using Tableau for S&P 500 stock sector analysis.

• Coursera
• 8 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

The Nature of Data and Relational Database Design

96 ratings at Coursera

Comprehensive overview of data types, database design, and SQL, covering business intelligence, statistics, ERD creation, and practical SQL scripting for effective data management and analysis.

• Coursera
• 6 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Identifying the Right Role for Yourself

Explore data science and AI careers, learn role distinctions, assess personal fit, and identify necessary skills for various positions in these rapidly growing fields.

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

Basic Data Processing and Visualization

192 ratings at Coursera

Learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization.

• Coursera
• 10 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Scaling Operations: Linking Strategy and Execution

256 ratings at Coursera

Equip yourself with concepts and tools to build operations that support competitive strategy and create new market opportunities. Learn to make strategic decisions grounded in operational reality.

• Coursera
• 5 weeks
• On-Demand
• Free Online Course (Audit)

Supply Chain Technology and Systems

131 ratings at edX

Learn how technology is used in supply chain systems from fundamental concepts to innovative applications - ​part of the MITx Supply Chain Management MicroMasters Credential.

• edX
• 13 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

Understanding the World Through Data -

34 ratings at edX

Become a data explorer – learn how to leverage data and basic machine learning algorithms to understand the world.

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

Data Analysis in Social Science—Assessing Your Knowledge

13 ratings at edX

Learn the methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest, and then assess that knowledge-- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 4 weeks, 10-14 hours a week
• Finished
• Free Online Course (Audit)