Data Science for Risk Mitigation in a Global Economy - ODSC East 2019
Data science strategies for global risk mitigation: standardized frameworks, scaling solutions, market size management, model monitoring, cloud variability, agility, and cross-geographic data governance.
Automated Metadata Management in Data Lakes - A CI/CD Driven Approach
Discover a CI/CD-driven approach to automated metadata management in data lakes, focusing on balancing development speed, governance, and schema evolution for rapidly growing organizations.
Accelerating Data Science Initiatives with Databricks and Privacera
Explore how Databricks' SQL Analytics and Privacera's governance capabilities integrate to provide rapid, secure data access for advanced analytics while ensuring compliance with privacy regulations.
Building Lakehouses on Delta Lake with SQL Analytics
Learn to build lakehouses using Delta Lake, perform SQL analytics, and connect BI tools. Explore data management techniques, governance models, and implementation examples for efficient data processing and analysis.
Observability for Data Pipelines with OpenLineage
Explore data pipeline observability using OpenLineage, enhancing reliability and auditability. Learn how metadata collection enables understanding of data flow and dependencies across teams and technologies.
Introduction to Databricks Lakehouse Platform Architecture and Security
Explore Databricks Lakehouse Platform's architecture, focusing on data reliability, Delta Lake features, and Photon's performance enhancements for efficient data management and analytics.
Data Warehousing on the Lakehouse - Unifying Data, AI, and Analytics
Unify data, AI, and analytics with the lakehouse architecture. Learn success stories, use cases, and best practices for ingesting, storing, and governing data at scale for SQL and BI workloads using Databricks SQL.
Socializing the Elephant - Integrating Big Data Using Egeria Open Metadata
Explore Egeria's open metadata framework for seamless integration of Big Data with diverse information systems, enhancing enterprise-wide data management and governance.
The Gold Standard - Data Quality and Data Contracts in AI
Explore data contracts for AI systems: ensuring data quality, schema, semantics, and governance. Learn to evolve data models iteratively and apply incremental governance for trustworthy AI training datasets.
Telling Your Data Story With the 3Vs - Vocabulary, Voice, and Vision - Storytelling with Data
Learn effective data storytelling techniques using the 3Vs: Vocabulary, Voice, and Vision. Improve your ability to create compelling narratives for data management programs and gain support from stakeholders.
Transform Your Cloud Content Experiences - Introducing Microsoft SharePoint Premium
Discover Microsoft SharePoint Premium: AI-powered platform for content intelligence, process optimization, and governance. Learn how it prepares your content for Copilot and transforms cloud experiences.
Building an Open Data Lakehouse Using Apache Spark, Apache Iceberg and Dremio
Explore the evolution of big data to data lakehouses, focusing on open architecture development, security, governance, and augmentation using Dremio, Apache Spark, and Apache Iceberg.
Managing Data Science in the Enterprise
Learn effective strategies for managing data science teams, processes, and technologies in enterprise settings, avoiding pitfalls and implementing best practices for breakthrough results.
Applied Machine Learning in Healthcare - Practical and Legal Considerations
Explore practical and legal aspects of applying machine learning in healthcare, including data challenges, algorithm development, and ethical considerations.
Mastering Unity Catalog - Lessons from Zalando's Adoption Journey
Explore Zalando's journey in adopting Databricks Unity Catalog, overcoming challenges in a large-scale environment with diverse use cases, distributed schemas, and strict regulations to enhance data governance and productivity.
Learning New Tricks: Unilever's Dive into Unity Catalog
Explore Unilever's journey with Unity Catalog, including challenges faced, production-ready tooling, and new possibilities like Lakehouse Federation and Delta Sharing.
Open Sourcing Unity Catalog - Databricks
Explore Unity Catalog's open-source journey, its key features, and how it enhances data governance and management in the Databricks ecosystem.
Enabling Business Self-Service with Lakeview Dashboards
Discover AI-driven Lakeview Dashboards for business analysts. Learn how DatabricksIQ enables natural language chart creation and insight extraction from governed data, empowering teams to interact with data effortlessly.
Data-Driven Transformation Challenges - Successful AI Innovation Strategies
Unveiling hidden obstacles in digital innovation, focusing on AI implementation, data governance, and business value creation through real-world case studies and proven strategies.
Migrating Datasets to Unity Catalog for Accelerated Data Exploration
Learn how T-Mobile and Tredence migrated datasets to Unity Catalog, enhancing data management and access control for AI/ML use cases. Discover improved data ingestion processes and centralized governance.
Unity Catalog Managed Tables - Powerful, Easy, Interoperable
Discover Unity Catalog's Managed Tables: lightning-fast performance, hands-free management, and complete interoperability for efficient data handling and analysis in the Databricks ecosystem.