Data Protection 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

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

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

Introduction to Bayesian Statistics for Data Science

Explore the theoretical foundations of Bayesian statistics and apply them to data science problems, covering probability theory, Bayes' theorem, prior distributions, practical applications, and ethical considerations.

• Coursera
• 1 day 13 hours 29 minutes
• Self-Paced
• Paid Course

BiteSize Python for Absolute Beginners: Data Structures

Master Python's core data structures through hands-on exploration of lists, tuples, sets, and dictionaries, culminating in practical case studies for efficient data manipulation and problem-solving.

• Coursera
• 12 hours 56 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

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

Credential

Data Skills for Artificial Intelligence

Gain essential data engineering skills for AI, including Python setup, data exploration with Pandas, visualization, and crowdsourcing techniques to improve AI system performance and trustworthiness.

• edX
• 12 weeks, 4-6 hours/week
• Self-Paced
• $338.00
• 2 courses

Data Creation and Collection for Artificial Intelligence via Crowdsourcing

Learn to leverage crowdsourcing for high-quality data collection in AI, covering quality control, factors affecting data quality, and strategies for efficient data creation and model evaluation.

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

Building Robots: Sensors and Data Acquisition

Learn to design and develop sensor systems and data acquisition applications for embedded robotic systems.

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

Big Data Strategies to Transform Your Business

Make your organization’s business strategy and model, as well as your own career path, future-proof by using big data’s disruptive power.

• edX
• 6 weeks, 7-10 hours/week
• Self-Paced
• Free Online Course