Data Protection Courses

Open Data Science

Modeling Real World Change with Geospatial Data

Learn strategies for maintaining accurate geospatial databases, sourcing quality POI data, and applying up-to-date location intelligence to business models in a dynamically changing world.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Open Data Science

Introducing Quine - A Streaming Graph for Modern Data Pipelines

Explore Quine: A streaming graph for modern data pipelines. Learn its inner workings, challenges faced during creation, and use cases illustrating its importance in data processing.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Open Data Science

Managing Spatiotemporal Data Fusion at Scale Using The Geodesic Platform

Explore managing large-scale spatiotemporal data fusion using the Geodesic Platform. Learn about cloud-native solutions, data ingest challenges, and leveraging Pachyderm for traceability and pipeline management.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Open Data Science

The Role of Data Virtualization in AI-ML Projects - A Demonstration

Explore data virtualization's role in accelerating AI/ML projects by streamlining data acquisition and preparation, integrating with popular data science tools, and efficiently handling large data volumes.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Open Data Science

Relationships Matter - Using Connected Data for Better Machine Learning

Explore graph-native ML for enhanced predictions using relationship data. Learn graph feature engineering, ML techniques, and hands-on applications to leverage network structures in your data science models.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Open Data Science

Building an Ethical Data Science Practice

Explore building an ethical data science practice, focusing on transparency, fairness, and explainability. Learn strategies to operationalize ethical AI and foster proactive risk management in your organization.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Open Data Science

A Spurious Outlier Detection System for High Frequency Time Series Data

Discover an integrated approach for detecting spurious outliers in high-frequency time series data from IoT sensors, applicable across various domains like manufacturing, retail, and healthcare.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Open Data Science

Inversion of 2D Remote Sensing Data to 3D Volumetric Models Using Deep Dimensionality Exchange

Innovative deep learning approach for inverting 2D remote sensing data to 3D models, reducing computation time from months to milliseconds. Explores unique embedding strategies and model architectures for efficient volumetric space reconstruction.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Open Data Science

The Future of Data Science Notebooks Is Collaborative

Explore the evolution of data science notebooks, their challenges, and the future of collaborative tools for modern data scientists. Learn about key trends and opportunities in this rapidly evolving field.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Open Data Science

An Introduction to Event Data Modeling in Cloud Data Warehouses - Nienke Bos

Explore event data modeling in cloud data warehouses, focusing on benefits, user journeys, and practical examples. Learn to create a single source of truth for data-driven business decisions.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Open Data Science

Actionable Ethics for Data Scientists - Emily Miller

Explore ethical considerations in data science, covering data collection, storage, analysis, and modeling. Learn practical strategies to address ethical challenges in your work.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Open Data Science

Creating a Systems Change Approach for Data Science AI Solutions

Explore a systems change approach for data science and AI solutions with Jake Porway, focusing on the Data for Good movement and leveraging technology for social impact.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Open Data Science

Making Robust Business Decisions with Sparse Data - Sarah Jarvis, PhD | ODSC Europe 2019

Explore data-efficient solutions for supply chain management, focusing on forecasting with limited data and making robust decisions in complex, dynamic systems.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Open Data Science

Data Visualization - From Square One to Interactivity

Learn to create effective data visualizations using Python libraries Matplotlib and Bokeh. Explore design principles, reduce clutter, and add interactivity to communicate insights clearly and compellingly.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Open Data Science

Mapping Geographic Data in R - Joy Payton

Learn to create publication-quality maps using R, combining public data sources to uncover interesting patterns. Covers geojson, shapefiles, Census data, geocoding, and data visualization principles.

• YouTube
• 32 minutes
• Self-Paced
• Free Video