Data Protection Courses

Broad Institute

Leveraging Machine Learning and Clinico-Genomic Data for Cancer Care and Drug Discovery

Discover how machine learning and genomic data from 500,000 cancer cases drive innovations in cancer treatment and pharmaceutical development through advanced computational approaches.

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

The Machine Learning Engineer

MLOps Tools for Health Data Anonymization in Healthcare and Medical Environments

Master healthcare data anonymization techniques using Microsoft Presidio and specialized tools for DICOM images and FHIR formatting, ensuring compliance with privacy regulations like GDPR and HIPAA.

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

Google Cloud Tech

Comparing AI Data Integration Methods: Long Context Windows, RAG, and Model Tuning

Explore the key differences between long context windows, RAG, and model tuning for AI applications, understanding when and how to implement each approach effectively.

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

Databricks

Building Production-Ready Data Applications with Databricks Asset Bundles - Cookies Dataset Analysis

Master real-time analytics and streaming data applications using Databricks Asset Bundles, featuring hands-on experience with the Bakehouse application and AI-powered store location optimization.

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

Association for Computing Machinery (ACM)

Benchmarking Domestic Energy Consumption Using High-Resolution Neighbourhood Energy Data and City Clustering in the UK

Explore data-driven approaches to analyzing UK household energy usage patterns through neighborhood-level benchmarking and city clustering techniques for improved energy efficiency.

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

American Geosciences Institute

Geospatial Technology in Natural Resources Conservation Service - From Data to Field

Discover how geospatial technology and soil mapping innovations support modern conservation efforts through real-world applications in natural resource management and soil science.

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

Conf42

Real-Time Data for Generative Feedback Loop Automation

Dive into real-time data automation with Generative Feedback Loops (GFL), exploring practical implementations, pipeline construction, and hands-on demonstrations for automated data processing systems.

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

Conf42

Extracting Structured Data from Images with OCR and LLM

Discover how to combine OCR technology with Large Language Models to efficiently extract and structure data from images, featuring practical demonstrations using Tesseract.js and OpenAI integration.

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

Conf42

Drug Launch Success Through Prompt-Driven Sales Data Analytics

Discover how to optimize pharmaceutical drug launches through advanced sales analytics, predictive modeling, and real-time data processing for improved market performance and ROI.

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

Eclipse Foundation

Eclipse Dataspace Components Framework for Cross-Company Data Sharing - OCX 2024

Explore the evolution of Dataspace concepts and learn how Eclipse Dataspace Components Framework enables secure cross-organizational data sharing with policy management and standardized protocols.

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

Eclipse Foundation

Disrupting the Software Composition Analysis Market with Open Source Software and Open Data

Explore how SCANOSS challenges the Software Composition Analysis market through open-source strategies, market trends, and innovative approaches to SBOM adoption and emerging technologies.

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

Confreaks

Catching Waves with Time-Series Data - Best Practices for Storage and Analysis

Dive into time-series data management through a surfer's journey, exploring efficient storage, querying, aggregation, and API implementation for real-world applications in IoT and finance.

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

Centre for Networked Intelligence, IISc

Differentially Private Release of Spatio-Temporal Data Statistics

Explore strategies for releasing spatio-temporal data statistics with differential privacy, focusing on sample mean and variance calculations while minimizing reconstruction errors in urban data management.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Oracle

Replicating Data from ATP to ADW Using OCI GoldenGate

Learn how to set up and manage data replication between ATP and ADW using OCI GoldenGate, including deployment creation, connections, and monitoring processes.

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

Leveraging Data Output for Architectural Optimization in Cloud Native Systems

Discover how to optimize cloud-native architectures using observability, OpenTelemetry, and AI/ML to streamline complex distributed systems and make data-driven design decisions.

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