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#Data Lineage

Showing: 48 courses
Microsoft

Enable Unified Data Governance with Azure Purview - Azure Friday

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Discover how Azure Purview simplifies data governance with automated discovery, classification, and lineage tracking. Learn to create a comprehensive map of your data landscape across multiple environments.
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9 Lesons
25 minutes
On-Demand
Free-Video
Microsoft

Microsoft Purview Data Governance

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Expand your knowledge of Microsoft Purview data governance. Learn about building data catalogs, data maps, and end-to-end lineage. Explore permission management, collections, and supported data sources.
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11 Lesons
1 hour 25 minutes
On-Demand
Free-Video
The ASF

Construction Practice of Xiaomi Flink Real-Time Computing Platform

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Explore Xiaomi's real-time computing platform construction, focusing on resource flexibility, cost-effectiveness, and usability. Gain insights into architecture, metadata management, and operational governance.
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1 Lesons
32 minutes
On-Demand
Free-Video
The ASF

FlinkSQL's Field Lineage and Data Permission Solution

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Explore FlinkSQL's field lineage and data permission solutions for real-time data warehouses. Learn to implement Atlas and Ranger-like capabilities without source code intrusion.
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1 Lesons
21 minutes
On-Demand
Free-Video
Conf42

Building Privacy Aware Infrastructure

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Explore privacy-focused infrastructure design, understanding regulations, core principles, and practical measures for implementing privacy-aware systems in platform engineering.
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10 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Diving into Delta Lake: Understanding the Transaction Log

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Explore Delta Lake's transaction log: its structure, functionality, and role in ACID transactions, metadata handling, time travel, and concurrent operations. Gain insights into this core component.
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16 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Re-Imagining Apache Spark Development - Tools for Productivity and Standardization

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Exploring next-gen tools for Apache Spark development, focusing on productivity, code standardization, metadata, lineage, and CI/CD agility to overcome limitations of traditional ETL tools.
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14 Lesons
25 minutes
On-Demand
Free-Video
Open Data Science

Reliable Pipelines and High Quality Data Without the Toil - Kyle Kirwan

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Explore data observability's power in enhancing pipeline quality, reducing maintenance toil, and optimizing performance. Learn key components: metrics, data, lineage, and alerts for effective data management.
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7 Lesons
26 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

The Data Pipelines Behind Forest Carbon Credits - Why Pachama Uses Flyte to Orchestrate Workflows

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Explore how Pachama uses Flyte to manage complex data and ML pipelines for transparent forest carbon credit computation, including workload management, configuration, and lessons learned.
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1 Lesons
34 minutes
On-Demand
Free-Video
NashKnolX

ETL Observability: Azure to Snowflake - Monitoring with Splunk and Power BI

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Explore ETL monitoring from Azure to Snowflake using ADF, Splunk, and Power BI. Learn data lineage and observability techniques for efficient pipeline management.
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1 Lesons
48 minutes
On-Demand
Free-Video
Databricks

Mastering Unity Catalog - Lessons from Zalando's Adoption Journey

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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.
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1 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Open Sourcing Unity Catalog - Databricks

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Explore Unity Catalog's open-source journey, its key features, and how it enhances data governance and management in the Databricks ecosystem.
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1 Lesons
34 minutes
On-Demand
Free-Video
Databricks

Migrating Datasets to Unity Catalog for Accelerated Data Exploration

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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.
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1 Lesons
17 minutes
On-Demand
Free-Video
Linux Foundation

Automating Airflow Backfills with Marquez

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Learn to automate Airflow backfills using Marquez, enhancing data pipeline efficiency and reliability in complex workflows.
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1 Lesons
35 minutes
On-Demand
Free-Video
Databricks

Data Discovery at Databricks with Amundsen - Improving Productivity and Trust

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Explore how Databricks leverages Amundsen for efficient data discovery, improving productivity by surfacing relevant datasets, SQL dashboards, and metadata programmatically.
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24 Lesons
28 minutes
On-Demand
Free-Video
Open Data Science

Scaling Data Preparation for Your Data-Centric AI Development

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Explore scaling data preparation for AI development, covering DataOps, versioning, labeling, and automating workflows into robust pipelines for efficient ML operationalization.
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10 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

Truly Open Lineage - Building Trust in AI Models Through Data Provenance

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Explore open-source ecosystem for data lineage, combining Egeria, OpenLineage, and Marquez to enhance trust in AI models through transparent data origin and processing tracking.
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1 Lesons
32 minutes
On-Demand
Free-Video
SQLBits

Unity Catalog and Purview - Data Governance Integration

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Explore data lineage from Databricks Unity Catalog in Microsoft Purview through hands-on demonstrations, enhancing your data governance capabilities.
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1 Lesons
49 minutes
On-Demand
Free-Video
Microsoft

Drive a Data Culture for Your Business on the Secure Foundation of Azure & Power BI

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Empower data consumers with unified governance, automated discovery, and end-to-end lineage. Learn to create a holistic map of your data landscape while ensuring security and compliance.
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11 Lesons
26 minutes
On-Demand
Free-Video
PASS Data Community Summit

Building Modern Data Pipelines with Spark on Azure HDInsight

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Explore common patterns for building end-to-end data analytics pipelines using Apache Spark on Azure HDInsight, covering architecture, integration points, and various pipeline options.
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26 Lesons
1 hour 18 minutes
On-Demand
Free-Video
PASS Data Community Summit

Unified Data Governance with Azure Purview

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Explore Azure Purview's innovative approach to unified data governance, including automated discovery, lineage extraction, and centralized access control for cloud-scale data estates across various systems.
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19 Lesons
43 minutes
On-Demand
Free-Video
Data Council

Bridging the Gap Between Batch and Real-Time with Mixed-Latency Pipelines

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Explore mixed-latency data platforms, manage data freshness, and tackle pipeline bottlenecks. Learn to merge batch and low-latency processing while maintaining explicit lineage for reliable data products.
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1 Lesons
13 minutes
On-Demand
Free-Video
Data Council

Feed the Alligators With the Lights On - How Data Engineers Can See Who Really Uses Data

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Explore data catalog creation, metadata utilization, and self-serve data culture. Learn to navigate large datasets, distinguish trustworthy data, and leverage query logs for effective data management.
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1 Lesons
24 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Data Lineage와 Ontology를 통한 데이터의 효과적인 관리와 활용

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Discover how Accu.Dlion leverages Data Lineage and Ontology for efficient data management, tracking data flow and relationships in Snowflake DataLake environments for better decision-making.
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1 Lesons
22 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Modern Industrial Data Platform - Technical Deep Dive

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Dive into SKT's innovative approach to modern industrial data platforms, exploring on-demand data mesh architecture and active metadata management for enhanced data pipeline efficiency.
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1 Lesons
23 minutes
On-Demand
Free-Video
The ASF

Modern Data Orchestration: Best Practices and Real-World Use Cases

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Elevate your data pipeline game with real-world tricks and best practices. Explore patterns, avoid dependencies, and integrate fundamental concepts for efficient data orchestration.
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1 Lesons
26 minutes
On-Demand
Free-Video
Data Council

Modern Data Management - Setting Up Your Data Team for Success

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Discover best practices for implementing data discovery, enabling searchable knowledge for all. Learn to set up a data discovery portal as a single source of truth for mature data management.
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15 Lesons
16 minutes
On-Demand
Free-Video
Google Cloud Tech

Move from Raw Data to Machine Learning Faster with BigQuery and Vertex AI

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Accelerate ML development using BigQuery and Vertex AI. Learn to streamline data-to-AI workflows, improve quality, and support governance on Google Cloud.
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14 Lesons
16 minutes
On-Demand
Free-Video
John Savill's Technical Training

Microsoft Purview Overview - AZ-900 Certification Course - August 2023

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Explore Microsoft Purview's data governance capabilities, supported sources, and features. Learn to understand and manage your data effectively across free and enterprise tiers.
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5 Lesons
11 minutes
On-Demand
Free-Video
USENIX

Lineage Quality Measurement for Privacy Engineering

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Exploring a framework for measuring lineage performance in data systems, aiding product teams and privacy engineers in selecting effective approaches for privacy protection.
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1 Lesons
13 minutes
On-Demand
Free-Video
Databricks

Democratize Data Discovery and Data Insight with the Databricks Platform

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Explore how democratizing data insights enhances decision-making, fosters data-driven culture, and accelerates innovation. Learn about Catalog Explorer, Data Lineage, and AI-powered data insights in Databricks Unity Catalog.
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1 Lesons
17 minutes
On-Demand
Free-Video
Databricks

Building Better Data Quality with IBM Data Fabric and Databricks

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Explore IBM's Data Fabric solutions for enhancing data quality in Databricks environments. Learn about continuous observability, job design, data transformation, and advanced lineage views to improve AI and data workloads.
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1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

Streamlining Data Governance and Integration with Unity Catalog

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Simplify data governance, reduce costs, and enable controlled data democratization with Unity Catalog. Learn how KPMG implemented this solution for enhanced data management and AI-powered discovery.
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1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

Generative AI - The Trust Factor We Can't Ignore

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Explore the critical role of trust in Generative AI adoption, focusing on ethical principles, data governance, and security. Learn how Databricks' tools enable responsible AI development and implementation.
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1 Lesons
16 minutes
On-Demand
Free-Video
Databricks

Integrating Informatica Cloud Data Integration with Databricks Unity Catalog

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Integrate Informatica Cloud with Databricks Unity Catalog for enhanced data quality, lineage tracking, and analytics. Learn to configure Databricks connectors in Informatica for seamless data ingestion and transformation.
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1 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Enhancing Enterprise Trusted Data Governance - Integrating Informatica IDMC with Databricks Unity Catalog

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Discover how integrating Informatica IDMC with Databricks Unity Catalog enhances data governance, enabling comprehensive metadata management, lineage tracking, and policy enforcement across enterprise data ecosystems.
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1 Lesons
20 minutes
On-Demand
Free-Video
The ASF

OpenLineage: An Open Standard for Data Lineage

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Explore OpenLineage, an open framework for data lineage metadata collection. Learn its purpose, data model, and integration with tools like Apache Airflow and Spark to enhance pipeline understanding and management.
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1 Lesons
40 minutes
On-Demand
Free-Video
SQLBits

Extended Governance of Power BI with Microsoft Purview

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Enhance Power BI governance using Microsoft Purview. Learn about data catalog, mapping, lineage, DLP, lifecycle management, and information protection through live demos and best practices.
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1 Lesons
51 minutes
On-Demand
Free-Video
SQLBits

Govern Your Data in Fabric

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Learn to manage and control your organization's data in Fabric through a demo-rich session, covering essential aspects of Fabric environment management.
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1 Lesons
49 minutes
On-Demand
Free-Video
SQLBits

Navigating Data Governance in the Age of Generative AI

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Explore LLMs' impact on data analytics, their advantages, and governance challenges. Gain insights to effectively integrate AI into data strategies while maintaining proper oversight.
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1 Lesons
50 minutes
On-Demand
Free-Video
Data Council

Building a Control Plane for Data

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Explore the concept of a data control plane, its key characteristics, and its role in the deconstructed data stack architecture. Learn from LinkedIn's former Big Data architect.
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1 Lesons
38 minutes
On-Demand
Free-Video
Data Council

Ten Years of Building Open Source Standards: From Parquet to Arrow to OpenLineage

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Explore the journey of building open-source data standards, from Apache Parquet to Arrow to OpenLineage. Gain insights into successful project ideation, growth, and ecosystem impact in data management.
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1 Lesons
35 minutes
On-Demand
Free-Video
NashKnolX

Getting Started with Apache Spark

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Learn Apache Spark's architecture, data lineage, and DAG concepts. Explore this multi-language engine for data engineering, data science, and machine learning on single-node machines or clusters.
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1 Lesons
39 minutes
On-Demand
Free-Video
MLOps.community

The Rise of Modern Data Management - MLOps Podcast #226

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Explore modern data management practices, including data contracts and observability, to improve handling and decision-making in the age of AI and cloud computing.
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18 Lesons
58 minutes
On-Demand
Free-Video
Databricks

What's New in Unity Catalog - Live Demos of Latest Features

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Explore Unity Catalog's latest features for unified data and AI governance, including enhanced filtering, Governed Tags, ABAC, and automated lineage, with live demos and expert insights.
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1 Lesons
38 minutes
On-Demand
Free-Video
Databricks

Lakehouse Federation: Discover, Query and Govern Any Data with Unity Catalog

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Discover how to access, query, and govern data from multiple sources using Lakehouse Federation and Unity Catalog, enabling seamless data integration and governance for analytics and AI.
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1 Lesons
38 minutes
On-Demand
Free-Video
Databricks

Empowering Centralized Data Governance with Unity Catalog - Comcast Case Study

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Discover how Comcast leverages Unity Catalog for robust data governance, enabling fine-grained access control, data lineage, and improved collaboration across teams while maintaining agility.
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1 Lesons
41 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building Scalable and Effective Data Pipelines with Argo for Large-Scale Metadata Processing

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Discover how to build high-performance data pipelines using Argo's parallelization techniques, achieving massive scale with 450% faster processing times and efficient metadata ingestion for large-scale data operations.
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1 Lesons
24 minutes
On-Demand
Free-Video