Data Protection Courses

Data Science: Linear Regression

25 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)

NPTEL;  IIT Kharagpur

Data Mining

25 reviews

Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.

• YouTube
• 16 hours
• On-Demand
• Free Video

Data Science: Wrangling

28 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

53 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)

Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)

24 reviews

Learn about relational and non-relational database management systems in this course.

• freeCodeCamp
• 17 hours
• On-Demand
• Free Video

Python for Genomic Data Science

15 reviews

This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from Johns Hopkins University.

• Coursera
• 8-9 hours
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - Secure Data Science on the Internet of Things

4 reviews

Learn about why it is important to secure the Internet Of Things(IoT) and its importance to Data Science

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

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

62 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)

Data Science: Productivity Tools

34 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)

Data Science: Inference and Modeling

41 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)

Introduction to Data Science with Python

124 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)

Data Structures

16 reviews

Explore fundamental data structures, algorithms, and their implementations. Learn efficient techniques for managing and manipulating data, from basic arrays to advanced tree structures and hash tables.

• Coursera
• 22 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Building a Data Science Team

14 reviews

Learn to build and manage successful data science teams, covering recruitment, organization, and leadership strategies for empowering your team and driving organizational success.

• Coursera
• 5 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Data Science: Capstone

55 ratings at edX

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

• edX
• 2 weeks, 15-20 hours a week
• On-Demand
• Free Online Course (Audit)

Principles, Statistical and Computational Tools for Reproducible Data Science

12 ratings at edX

Learn skills and tools that support data science and reproducible research, to ensure you can trust your own research results, reproduce them yourself, and communicate them to others.

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