Building Scalable ML Services for Rapid Development in Health and Wellness
Discover how to build and scale ML services for health and wellness products, reducing release time by 85% using open-source tools like DBT, AirFlow, and MLFlow.
Ingeniería de Datos para la Salud Mental con Calabaza_bot - Charla de Sergio Sanchez
Descubre cómo crear un bot de Telegram para seguimiento de salud mental usando tecnologías open source. Aprende a integrar herramientas como AWS, OpenAI Whisper y dbt para análisis de bienestar personal.
Data Alchemy: Transforming Raw Data to Gold with Apache Hudi and DBT
Discover how to build efficient medallion architecture using Apache Hudi's CDC feature and DBT for incremental data processing, enabling low-latency analytics and streamlined data transformation workflows.
Navigating the Landscape of a Fully Open Source Data Stack in 2023
Explore the architecture of modern data stacks, from warehousing to streaming solutions, while understanding the potential and limitations of open-source tools in today's data infrastructure.
Unveiling the Power of dbt and DuckDB - Hype vs Reality
Explore the practical applications and limitations of combining dbt and DuckDB for data transformations, examining real-world use cases and performance considerations.
The Real Modern Data Stack - Building ETL Pipelines with Open Source Tools
Discover how to build powerful, cost-effective ETL data stacks using open-source tools like sling, dbt, duckdb, and dagster - transforming months of implementation into rapid deployment.
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.
DBT Using Databricks and Delta
Learn to leverage Data Build Tool (DBT) with Databricks and Delta for efficient data lake management, including SQL-first approach, upsert capabilities, and Azure integration for enhanced observability.
Orchestration Made Easy with Databricks Workflows
Discover Databricks Workflows: a managed orchestration service for streamlined data pipelines. Learn to create, run, and monitor reliable workflows, implement recovery actions, and explore new features for efficient data management.
Spark, Cloud, DBT, Data Warehouses Etc. - Navdeep Kaur
Explore current trends in Data Engineering, including the shift towards new data stacks, tech used by companies, reasons for change, and the transition to data warehouses and delta lakes.
Attempting to Tame the Data Beast: A BI Transition Tale
Explore the journey of modernizing a BI platform, from legacy systems to cutting-edge tools. Learn about data ingestion, dbt transformations, and Airflow orchestration, along with insights on overcoming challenges.
Introduction to Data Build Tool (DBT)
Master data build tool (DBT) for efficient data product development, including CICD, pipelines, validation, quality testing, deployment, and monitoring.
Cloud Agnostic Data Platform with DBT, Trino, Iceberg and MinIO
Explore a hands-on, cloud-agnostic data pipeline using TrinoDB, DBT, MinIO, and Apache Iceberg for scalable and lightweight analytics, suitable for both cloud and on-premise solutions.
DBT and Python - How to Write Reusable and Testable Pipelines
Develop reusable and testable data pipelines using DBT and Python. Learn best practices for version control, DAGs, and unit testing in SQL and Python-based models.
Extreme Self-Service: Turning Data Consumers into Data Constructors
Empower data consumers to create their own products with minimal training. Learn best practices, community building, SQL literacy promotion, and guard rail establishment for self-service analytics.
CICD Pipelines for dbt - Choosing Between DIY and Cloud Solutions
Explore the trade-offs between building custom CICD pipelines for dbt projects versus using dbt Cloud's built-in solutions, focusing on Slim CI and documentation deployment strategies.
Rise, Fall and Re-Rise of the Semantic Layer - Evolution and Future of Data Management
Explore the evolution of semantic layers in data management, from traditional systems to modern metric stores, while understanding key challenges and future directions in data truth management.
Scaling Climate Data for FinTech with an Open Source Data Mesh
Explore how OS-Climate builds an open data platform for climate impact analysis using open-source tools. Learn about data mesh architecture, scalability challenges, and community-driven development.
Unleashing the Power of dbt and Python for Modern Data Stack
Explore dbt integration with Python for modern data infrastructure. Learn best practices, tool integration, and complex data analysis using fal package, with real-world examples.
Data Contracts in the Modern Data Stack
Explore data contracts using Protobuf for event definitions, governing production, and automating DBT models in Whatnot's modern data stack processing millions of events daily.
Robust CI Workflow with dbt for Data Warehouse Optimization
Master continuous integration workflows in dbt to enhance data warehouse quality, implement test-driven development, and streamline collaboration for more reliable data processes.