Building a Robust Data Pipeline with the DAG Stack - dbt, Airflow, and Great Expectations
Learn to build robust data pipelines using dbt, Airflow, and Great Expectations. Discover how these tools complement each other to ensure data quality, perform transformations, and orchestrate workflows effectively.
Real-Time Analytics of Customer Financial Activities with Apache Flink
Explore real-time analytics for financial activities using Apache Flink. Learn about Capital One's approach to processing customer data, event-time processing, and applications in fraud detection.
Power BI - Quick Project - Data Model
Explore data modeling in Power BI: create calculated columns, measures, and visuals to transform raw data into meaningful insights and interactive reports.
Power Query Group By - Complete Lesson with 10 Examples
Comprehensive tutorial on Power Query's Group By feature, covering basic to advanced applications with 10 practical examples for data analysis and calculations in Excel.
Power BI Training Video
Learn to create impactful data visualizations with Microsoft Power BI. Master data sources, relationships, charts, DAX functions, and publishing for effective decision-making and actionable insights.
Excel Today - Power Pivot Tables
Explore Power Pivot Tables in Excel: create dynamic data models, use DAX for advanced analysis, and master efficient keyboard shortcuts for enhanced productivity.
Visualizing Data with Power BI
Explore data visualization techniques using Power BI, covering key features, data modeling, and creating impactful visualizations for effective business intelligence and reporting.
Applying Engineering Best Practices in Data Lakes Architectures - Einat Orr
Explore engineering best practices for data lakes architectures, covering data infrastructure evolution, building blocks of data products, and practical tooling examples for effective data engineering.
Data Engineering and Storage Concepts - With ETL, ELT, Warehouse, Lake, and Lake House
Comprehensive overview of data engineering concepts, including storage solutions, ETL/ELT processes, and modern data architectures like data mesh, with practical examples and best practices for effective data management.
Learn Data Science Full Course - 2020
Comprehensive introduction to data science, covering key concepts, tools, and methodologies. Ideal for beginners seeking to understand the field's fundamentals and career prospects.
Funnel Analysis with Apache Spark and Druid for Advertising Campaign Effectiveness
Learn to perform funnel analysis at scale using Apache Spark, Druid, and DataSketches. Discover techniques for measuring campaign effectiveness and analyzing user behavior in chronological order for large-scale advertising campaigns.
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.
AI at Scale: Industrializing ML with Databricks
Learn to industrialize ML applications, accelerate model delivery, and optimize data science workflows while maintaining high governance standards using Databricks Lakehouse platform for enterprise-scale AI solutions.
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.
Delta Lake Streaming - Internals and Query Progress Logs
Explore Delta Lake streaming internals, focusing on structured streaming components, Query Progress Logs, and checkpoint directories for efficient real-time data pipeline management.
Why Lakehouse Architecture Now - Exploring Enterprise Data Warehouse Failures and the Need for Lakehouse Paradigm
Explore the shift from enterprise data warehouses to lakehouse architecture, focusing on benefits, challenges, and Starburst's role in powering SQL-based analytics on Delta Lake.
Building End-to-End Delta Pipelines on GCP
Explore building end-to-end Delta pipelines on GCP, covering data reliability, performance, and the Bronze-Silver-Gold architecture pattern, with practical code examples and Big Query integration.
Engagement Activity Delta Lake for Einstein Analytics and Sales Cloud Einstein
Explore how Salesforce built an engagement activity platform using Delta Lake to support Einstein Analytics and Sales Cloud Einstein, covering data ingestion, incremental reads, and mutation handling.
The Evolving Data Leader - Increasing Business Value with Data and AI
Sol Rashidi, CAO of Estée Lauder, discusses updating data leadership strategies to increase business value through AI, product development, and overcoming organizational challenges.
Designing and Implementing a Real-time Data Lake with Dynamically Changing Schema
Learn to build a robust streaming ETL pipeline that handles dynamically changing schemas and new event types without downtime, using Delta Lake and Databricks for real-time data lake implementation.
Cost Efficiency Strategies for Managed Apache Spark Service with Databricks
Explore cost-efficient strategies for Azure Databricks, including resource management, tier selection, and best practices for optimizing Apache Spark workloads in a managed cloud environment.