Data Protection Courses

Data Science: Visualization

6 reviews

Learn basic data visualization principles and how to apply them using ggplot2.

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

Child Protection: Children's Rights in Theory and Practice

6 reviews

Learn how to protect children from violence, exploitation, and neglect through law, policy, and practice in a human rights framework.

• edX
• 16 weeks, 2-6 hours a week
• On-Demand
• Free Online Course (Audit)

Data Analysis with Python

31 reviews

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
• On-Demand
• Free Certificate

Data Analytics at the Exascale for Free Electron Lasers Project

11 reviews

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
• On-Demand
• Free Video

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 a week
• On-Demand
• 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 a week
• On-Demand
• 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 a week
• On-Demand
• 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 a week
• On-Demand
• 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 a week
• On-Demand
• 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 a week
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

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 a week
• On-Demand
• Free Online Course (Audit)

A Crash Course in Data Science

25 reviews

Rapid introduction to data science essentials, covering key concepts, roles, tools, and project structures. Ideal for managers and those seeking a quick overview of the field.

• Coursera
• 6 hours 4 minutes
• On-Demand
• Paid Course

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 a week
• On-Demand
• Free Online Course (Audit)

Mastering Data Analysis in Excel

27 reviews

Learn data analysis using Excel, focusing on predictive modeling, uncertainty quantification, and practical business applications. Gain skills in binary classification, information theory, and linear regression.

• Coursera
• 21 hours 38 minutes
• On-Demand
• Paid Course