Data Protection Courses

MathWorks Credential

Practical Data Science with MATLAB

31 ratings

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

• Coursera
• 8 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 4 courses

Data Analytics at the Exascale for Free Electron Lasers Project

12 ratings

Innovative data system architecture for LCLS-II upgrade, addressing high-throughput challenges with real-time analysis, fast feedback, and data reduction while preserving scientific content.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Data Analysis with Python

31 ratings

Learn Python-based data analysis using Numpy, Pandas, and visualization libraries. Covers data cleaning, manipulation, and visualization techniques for extracting insights from various data sources.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

Data Science: Building Machine Learning Models

120 ratings at edX

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 8 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Introduction to Data Science with Python

156 ratings at edX

Learn the concepts and techniques that make up the foundation of data science and machine learning.

• edX
• 8 weeks, 3-4 hours/week
• Self-Paced
• Free Online Course (Audit)

High-Dimensional Data Analysis

15 ratings at edX

A focus on several techniques that are widely used in the analysis of high-dimensional data.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Data Science: Linear Regression

29 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/week
• Self-Paced
• Free Online Course (Audit)

Data Science: Wrangling

34 ratings at edX

Learn to process and convert raw data into formats needed for analysis.

• edX
• 8 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Data Science: Probability

64 ratings at edX

Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.

• edX
• 8 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Digital Marketing: Platforms, Data, and Technologies

23 ratings

This course builds on the theory and foundations of marketing analytics and focuses on practical application by demystifying the use of data in marketing and helping you realize the power of visualizing data with artful use of numbers found in the digita…

• Coursera
• 11 hours 36 minutes
• Self-Paced
• Paid Course

Introduction to Data Wise: A Collaborative Process to Improve Learning & Teaching

80 ratings at edX

Learn what is involved in using data wisely to build a culture of collaborative inquiry.

• edX
• 10 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Data Science: Productivity Tools

40 ratings at edX

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

• edX
• 8 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Data Science: Inference and Modeling

51 ratings at edX

Learn inference and modeling, two of the most widely used statistical tools in data analysis.

• edX
• 8 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Mode Credential

Programming for Data Science with Python

28 ratings

Master SQL, Python, and version control for data analysis, including database queries, Unix shell, and Git, to uncover insights in large datasets.

• Udacity
• 53 hours
• Self-Paced
• Paid Course

Data Science: Capstone

69 ratings at edX

Show what you've learned from the Professional Certificate Program in Data Science.

• edX
• 2 weeks, 15-20 hours/week
• Self-Paced
• Free Online Course (Audit)