Data Management Courses

Degree

Master of Science in Data Science

An interdisciplinary, applied data science master’s degree with performance-based admissions and no application process.

• Coursera
• Self-Paced
• Paid Course
• 17 courses

Credential

Data Science Graduate Certificate

Develop interdisciplinary skills in data science and gain knowledge of statistical analysis, data mining, and machine learning from one of the nation’s top-ranked Tier 1 research institutions.

• Coursera
• 24-36 weeks
• Self-Paced
• Paid Course

Credential

Engineering Management Graduate Certificate

As a student in the Engineering Management Graduate Certificate program, you’ll master essential management principles and prepare for leadership roles within technology-driven industries.

• Coursera
• 24-36 weeks
• Self-Paced
• Paid Course

BiteSize Python: Data Visualization

Master data visualization in Python using Matplotlib, Seaborn, and Plotly to create compelling static and interactive graphics. Learn essential techniques for effective data communication through hands-on practice.

• Coursera
• 17 hours 16 minutes
• Self-Paced
• Paid Course

Statistics and Data Analysis with R

Master statistical analysis using RStudio through hands-on practice with probability, hypothesis testing, regression, and ANOVA. Learn to manipulate data, create visualizations, and perform complex calculations using R programming.

• Coursera
• 3 days 23 hours 28 minutes
• Self-Paced
• Paid Course

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

• Coursera
• 18 hours 11 minutes
• Self-Paced
• Paid Course

Data Wrangling with Python Project

Apply data wrangling techniques to transform raw data into a refined dataset ready for analysis. Gain hands-on experience in identifying sources, collecting, integrating, and processing data for real-world challenges.

• Coursera
• 1 day 1 hour 41 minutes
• Self-Paced
• Paid Course

Data Processing and Manipulation

Learn essential data processing techniques: handling missing values, detecting outliers, sampling, dimension reduction, scaling, discretization, and using data cubes and pivot tables for efficient analysis and decision-making.

• Coursera
• 1 day 4 hours 43 minutes
• Self-Paced
• Paid Course

Data Understanding and Visualization

Learn essential statistical concepts and data visualization techniques using Pandas, Matplotlib, and Seaborn to effectively analyze, interpret, and communicate insights from datasets through compelling visualizations.

• Coursera
• 1 day 1 hour 13 minutes
• Self-Paced
• Paid Course

Data Acquisition, Risk, and Estimation

Learn data acquisition planning, estimation techniques, and risk reduction for capital investments using sampling, hypothesis testing, and ROI calculations.

• Coursera
• 9 hours 7 minutes
• Self-Paced
• Paid Course

Statistics and Data Analysis with Excel, Part 2

Explore advanced statistical techniques using Excel, including hypothesis testing, regression analysis, and ANOVA. Build on foundational concepts to enhance data analysis skills.

• Coursera
• 21 hours 11 minutes
• Self-Paced
• Paid Course

Project Management of Engineering Projects: Preparing for Success

27 ratings at edX

Create your own project plan and learn about the critical role of the early phases of a project and the importance of people as key drivers of project success.

• edX
• 10 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Biomedical Equipment: A Practical Approach to Healthcare Technology Management

21 ratings at edX

Enhance your knowledge and skills in effective methods of managing the lifespan of biomedical equipment in a limited-resource environment.

• edX
• 6 weeks, 5-7 hours/week
• Self-Paced
• Free Online Course (Audit)

Project Management: Mastering Complexity

13 ratings at edX

Develop the project management skills required to handle complexity in engineering, infrastructure and other large projects.

• edX
• 5 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Waste Management and Critical Raw Materials

11 ratings at edX

Learn about waste management and its key role in saving critical raw materials. Gain practical knowledge of the circular economy, recycling, refurbishment, and remanufacturing as a means of identifying new business opportunities.

• edX
• 6 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)