Data Protection Courses

Synthetic Data Sets for the Financial Industry

1 review

Explore IBM's Synthetic Data Sets for financial industry, focusing on fraud detection through agent-based virtual world design rather than LLMs, with insights on advantages and implementation challenges.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Towards Efficient AI for Biomedical Imaging: Reducing Computation and Data Demands

1 review

Explore advanced decoder architectures for biomedical imaging that enhance segmentation accuracy while reducing computational demands and addressing data scarcity through innovative approaches like CASCADE, G-CASCADE, and PP-SAM.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

How to Code: Simple Data

15 reviews

Learn the secret to writing well-tested and easy to improve programs, that will set you up to master any programming language

• edX
• 7 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Graph Search, Shortest Paths, and Data Structures

1997 ratings at Coursera

Explore data structures, graph algorithms, and their applications in computer science, from search techniques to social network analysis.

• Coursera
• 13 hours 32 minutes
• On-Demand
• Paid Course

Data Analysis: Statistical Modeling and Computation in Applications

115 ratings at edX

A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-15 hours a week
• On-Demand
• Free Online Course (Audit)

Understanding the World Through Data

37 ratings at edX

Become a data explorer – learn how to leverage data and basic machine learning algorithms to understand the world.

• edX
• 8 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

365 Data Science

Data Visualization in Tableau

19 reviews

Learn to visualise data using Tableau and build dashboards in Tableau. The tutorial also covers adding a filter in Tableau, adding a secondary axis, blending data and joins in Tableau

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Intro to Data Science

13 reviews

Learn foundational data science topics: manipulation, analysis, visualization, and big data. Gain practical skills through hands-on application of basic techniques across various domains.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

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
• Paid Course

Introduction to Clinical Data

498 ratings at Coursera

Learn to ethically mine clinical data, construct analysis-ready datasets, and apply computational procedures to answer healthcare questions while addressing fairness and bias in medical decision-making.

• Coursera
• 11 hours 44 minutes
• On-Demand
• Paid Course

Using Data for Increased Realism with Haptic Modeling and Devices

Explore innovative haptic modeling techniques using data-driven approaches for enhanced realism in touch-based interactions and social touch applications.

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

Data Overload - Making Sense of Statistics in the News, Kristin Sainani

Learn to critically analyze statistics in news, understand risk communication, and navigate common pitfalls in data interpretation with Stanford professor Kristin Sainani's insightful webinar.

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

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Big Data Is -At Least- Four Different Problems

Explore the multifaceted nature of Big Data, its challenges, and emerging solutions in this Stanford seminar, covering volume, velocity, variety, and analytics approaches.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Computational Epidemiology: The Role of Big Data and Pervasive Informatics

Explore computational epidemiology, from historical outbreaks to modern big data approaches. Learn about networked models, synthetic contact networks, and real-time epidemic science applications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course