Data Management Courses

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

2643 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)

Municipal Solid Waste Management in Developing Countries

10 reviews

Explore sustainable solutions for municipal solid waste management in developing countries, covering technical, environmental, social, financial, and institutional aspects through case studies and practical approaches.

• Coursera
• 22 hours 27 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)

Sustainable Supply Chain Management

Transform your organization's climate pledges into actionable strategies through better supply chain management. Modeled on our for-credit MIT course, SCM.290x provides the foundation for you to meet stakeholders’ demands for supply chain sustainability.

• edX
• 10 weeks, 8-12 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)

Management in Engineering: Strategy and Leadership

23 ratings at edX

Analyze challenging real-life business cases that engineering managers face on a variety of topics. Apply management tools and relevant skills to manage innovation. This course was formerly known as Management in Engineering II

• edX
• 8 weeks, 10-12 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

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

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

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

Emily Carr University of Art + Design

Project Management for Designers

12 reviews

Learn essential project management skills for designers, from client relations to successful project completion. Gain practical knowledge in estimating, contracts, timelines, and self-management to optimize workflow and ensure profitability.

• Kadenze
• 48 hours
• On-Demand
• Free Online Course