Data Council Courses

Unified Stream/Batch Execution with Ibis

Explore Ibis for unified stream/batch execution, featuring Voltron Data's work on merging concepts and introducing Apache Flink backend. Gain insights for cross-platform data handling.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Flappybird Game and Real-Time Data Pipeline Workshop - Tinybird

Build a real-time data pipeline for Flappybird's leaderboard. Capture in-game events, stream data, and create REST APIs while enhancing SQL skills in this hands-on workshop.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Empowering Data Teams - A Step-by-Step Playbook for Leads and Managers

Learn strategies to empower data teams, align objectives, and boost ROI. Discover how to motivate your squad, implement effective OKRs, and balance growth, productivity, and joy in data management.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Why it Takes Billions: Navigating the AI Landscape - OpenAI, Google, and Nvidia

Explore AI's regulatory landscape, startup challenges, market trends, and innovative research with industry experts. Gain insights into AI development, entrepreneurship, and future directions.

• YouTube
• 32 minutes
• On-Demand
• Free Video

The Future of Data Engineering in a Post-AI World

Explore AI's impact on data engineering, including ETL automation, data warehouses, and emerging technologies. Learn to leverage AI for significant business impact in the evolving data landscape.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Building a Unified Feature Platform with DuckDB and Arrow

Explore ML feature platform development using DuckDB and Arrow. Learn scaling strategies, DuckDB extension implementation, DeltaLake interoperability, and performance comparison with Spark.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Using AI, Mathematics, and Statistics to Find Similar Data in Massive Data Ecosystems

Explore Collibra's AI-powered data governance solution for efficient processing of vast datasets, optimizing cost and performance while extracting valuable insights and minimizing duplication.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Streamlining Entry Into Streaming Analytics with JupyterHub and Apache Flink

Boost productivity and scale by deploying pipelines with JupyterHub. Explore pre-configured environments for interactive streaming analytics and seamless execution in remote Kubernetes clusters.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Ten Years of Building Open Source Standards in Data Engineering

Explore a decade of open-source standards development, from Parquet to Arrow. Gain insights into community-driven innovation and the evolving landscape of data engineering.

• YouTube
• 38 minutes
• On-Demand
• Free Video

How to Use Your Development Data to Make LLMs Code Like You and Your Team

Harness development data to personalize LLMs and copilots for your team. Learn to gather actionable insights between commits, enhancing coding processes and tools.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Beyond MLOps: Building AI Systems with Metaflow

Revolutionize ML systems with Metaflow: explore real-world examples, understand Generative AI's impact, and learn to build complex AI-powered systems for healthcare, finance, and entertainment.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Case Studies from a Methodologist on an Experimentation Platform

Explore Microsoft's A/B testing methodologies, focusing on statistical evaluation and simulation frameworks, and learn about their variance reduction estimator's impact on service efficacy.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Building an Open Data Service Layer with Arrow, DuckDB and Semantic Layer

Explore FlexQuery, an open-source solution revolutionizing data services with Arrow, DuckDB, and semantic layers. Learn to create high-performance, scalable analytics environments using Python and cutting-edge technologies.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Time Series Analytics with Apache Arrow, Pandas, and Parquet - A 101 Introduction

Explore efficient time-series data handling using Apache Arrow and Parquet. Master open-source technologies for high-performance analytics applications.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Predictive Auto-Scaling at MongoDB - Revolutionizing Database Management

Explore MongoDB's predictive auto-scaling algorithm, preventing overloads and reducing costs across half a million database servers. Learn about cloud computing's future, successful techniques, and deployment challenges.

• YouTube
• 29 minutes
• On-Demand
• Free Video