Data Protection Courses

Data and Health Indicators in Public Health Practice

1192 ratings at Coursera

Explore epidemiology's role in public health, from problem-solving methodologies to data analysis. Learn to identify issues, propose solutions, and evaluate interventions using reliable health data and indicators.

• Coursera
• 6 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Data Structures

This course covers major results and current directions of research in data structure.

• MIT OpenCourseWare
• 30 hours
• On-Demand
• Free Video

Graph Analytics for Big Data

6 reviews

Explore graph analytics techniques to model, store, and analyze network structures using tools like Neo4j. Learn to apply these skills to real-world data problems and gain insights from complex datasets.

• Coursera
• 11 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Bioconductor for Genomic Data Science

372 ratings at Coursera

Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns Hopkins University.

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

Data Science Capstone

1226 ratings at Coursera

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academ…

• Coursera
• 5-6 hours
• On-Demand
• Free Online Course (Audit)

Understanding and Visualizing Data with Python

2645 ratings at Coursera

Explore data analysis and visualization using Python, covering statistics fundamentals, univariate and multivariate data, sampling techniques, and practical applications with popular libraries.

• Coursera
• 19 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Collaborative Data Science for Healthcare

Explore digital health data analysis using MIMIC database. Develop analytical skills for healthcare research, from clinical questions to robust assessments. Hands-on workshops on data science applications in medicine.

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

Understanding the World Through Data -

34 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)

Mathematics of Big Data and Machine Learning, IAP 2020

Explore artificial intelligence and machine learning with a focus on data handling challenges, covering topics from associative arrays to bio sequence cross-correlation and Kronecker graphs.

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

Data Augmentation for Image-Based Reinforcement Learning

Explores data augmentation techniques for image-based reinforcement learning, presenting a model-free algorithm and a self-supervised framework for visual continuous control tasks, achieving state-of-the-art results.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Mathematics of Big Data and Machine Learning

Explore the Dynamic Distributed Dimensional Data Model (D4M) to tackle Big Data challenges using graph theory, linear algebra, and databases. Apply this innovative approach to real-world problems in various fields.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Data Analysis for Social Scientists

Learn data analysis techniques for social sciences, including probability, statistics, regression, experiments, and machine learning, with real-world applications and R programming instruction.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Aligning Language Models with LESS Data and Simple Preference Optimization (SimPO)

Discover innovative approaches to language model alignment through LESS data selection and SimPO optimization, achieving superior performance with reduced computational resources and simplified objectives.

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

Managing Big Data with MySQL

6 reviews

Learn to manage and analyze big data using MySQL. Gain practical skills in database design, querying, and data manipulation. Develop expertise in extracting valuable insights from large datasets for business decision-making.

• Coursera
• 1 day 3 hours 2 minutes
• On-Demand
• Free Online Course (Audit)