Data Protection Courses

Databricks

DataSketches: A Production Quality Sketching Library for Big Data Analysis

Explore sketching algorithms for efficient big data analysis, enabling fast approximate answers to complex queries and real-time processing of massive datasets in production environments.

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

Databricks

Automating FAA's SWIM Data Ingestion and Analysis with Databricks

Automating FAA's SWIM data ingestion and analysis using cloud-based services, showcasing infrastructure setup, configuration, and insights derived from flight data for improved air transportation management.

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

Databricks

Redash - Open Source SQL Analytics on Data Lakes

Explore open-source SQL analytics on data lakes using Redash. Learn to create dashboards, develop workflows, and connect to Databricks for comprehensive analytics with Managed Delta Lake.

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

Databricks

Data Microservices in Apache Spark Using Apache Arrow Flight

Explore efficient machine learning pipelines using Apache Arrow Flight in Spark, enabling faster data transport and simplified microservices for improved ML model production.

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

Databricks

Data Science Across Data Sources with Apache Arrow - Accelerating Analytics and Interoperability

Explore Apache Arrow's columnar in-memory data representation for real-time analytics across distributed systems. Learn how it accelerates data processing and enables interoperability between various analytical tools and data sources.

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

Databricks

Building a Data Platform for Mission-Critical Analytics on AWS with Databricks

Explore building enterprise data lakes on AWS with Databricks, complementing AWS strategy. Learn from HP's success in transforming business through unified data analytics and overcoming data lake challenges.

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

Databricks

Delta from a Data Engineer's Perspective - Creating Robust Big Data Solutions

Explore a data engineer's challenges in creating robust Big Data solutions, covering Delta, Spark streaming, schema enforcement, and time travel functionality in data processing.

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

Databricks

Portable and Scalable Data Visualization Techniques for Apache Spark and Python Notebooks

Explore portable and scalable data visualization techniques for Apache Spark and Python notebooks, covering strategies, packages, headless rendering, animations, and big data integration.

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

Databricks

Composable Data Processing with Apache Spark - Scaling Development and Error Handling

Learn about SIP, an extensible plugin framework for Apache Spark that enhances data processing efficiency, error handling, and scalability in Adobe's Experience Platform.

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

Databricks

PyTorch and COVID-19 Research: Advancements in AI and Data Analysis - Keynotes

Explore PyTorch's advancements in machine learning and learn how AI is helping manage COVID-19 research data, featuring insights on industry adoption and scientific information accessibility.

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

Databricks

The Signal and the Noise - Lessons from 20 Years of Data Analysis

Nate Silver shares insights from 20 years of data analysis, focusing on election modeling, forecasting challenges, and lessons learned in interpreting complex data in competitive environments.

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

Databricks

Slowly Changing Dimensions Type 2 in Data Lakes - Tech Chat

Explore Slowly Changing Dimensions Type 2 in data lakes using Delta Lake, focusing on market segmentation for a climbing eCommerce site. Learn to track historical and current data effectively.

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

Databricks

Predictive Maintenance on IoT Data for Early Fault Detection with Delta Lake

Explore predictive maintenance using IoT data and Delta Lake for early fault detection. Learn about Industry 4.0 applications, data analytics, and machine learning techniques for improved efficiency and cost savings.

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

Databricks

How to Build a Cloud Data Platform - Machine Learning and Business Intelligence - Part 4

Learn to leverage Delta Lake for dashboards and advanced analytics, enabling downstream teams with machine learning and business intelligence capabilities on a unified data platform.

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

Databricks

How to Build a Cloud Data Platform - Part 1: Architecture

Learn to build a unified cloud data platform using Delta Lake, combining data warehouses and lakes for improved reliability, performance, and operations.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video