| Opening Keynote: Community update + The State of Apache Beam | Brittany Hermann, Austin Bennett, Pablo Estrada & Matthias Baetens | Watch | |
| You belong together - detecting linked accounts at Ricardo | Tobias Kaymak | Watch | Slides |
| Scaling machine learning to millions of users with Apache Beam | Tatiana Al-Chueyr Martins | Watch | Slides |
| TPC-DS and Apache Beam - the time has come! | Alexey Romanenko & Ismael Mejía | Watch | Slides |
| From factory to cloud: The Path to Beam | Dan H | Watch | Slides |
| Profiling Apache Beam Python pipelines | Israel Herraiz | Watch | Slides |
| Workshop: Build a Unified Batch and Streaming Pipeline with Apache Beam on AWS | Gandhi Swaminathan & Steffen Hausmann | Watch | Slides |
| Deduplication: Where Beam Fits In | Jeff Klukas | Watch | Slides |
| Fault Tolerant Integration of Apache Beam With Relational Database | Savitha Jayasankar & Piaw Na | Watch | Slides |
| Relational Beam: Automatically optimize your pipeline | Andrew Pilloud | Watch | Slides |
| Simple Distributed Raytracer with the Beam Go SDK | Robert Burke | Watch | Slides |
| Ingesting and Processing Level 3 Order Book Streams | Daniel Tyreus | Watch | Slides |
| GCP Dataflow Architecture | Svetak Sundhar | Watch | Slides |
| How to handle duplicate data in streaming pipelines using Dataflow and Pub/Sub | Zeeshan | Watch | Slides |
| Workshop: Step by step development of a streaming pipeline using Scio (Scala) | Israel Herraiz | Watch | Slides |
| Multi-language Pipelines for improving usability and reducing overheads | Chamikara Jayalath | Watch | |
| Workshop: Create your first Dataflow Flex template and set up a CI/CD pipeline for it on Cloud Build | Miren Esnaola | | |
| Image classification with Beam and AutoML | David Cavazos | Watch | Slides |
| Using Beam for Real-time Manufacturing Data Analysis | Jeswanth Yadagani | Watch | Slides |
| Lessons learned from using Dataflow for local ML batch inference | Ramtin Rassoli | Watch | Slides |
| Autoscaling your transforms with auto-sharded GroupIntoBatches | Pablo Estrada | Watch | |
| ML Inference at scale, easy as learning your 5 times table, with tfx-dsl and Apache Beam! | Reza Rokni & Robert Crowe | Watch | Slides |
| Improve the usability of Apache Beam | Mariann Nagy | Watch | Slides |
| Real-time change data in Apache Beam with DebeziumIO | Pablo Estrada | Watch | |
| Scalable Predictions of Deep Learning models with Apache Beam | Jo Pu & Hannes Hapke | Watch | |
| Workshop: Privacy on Beam - E2E Differential Privacy Solution for Apache Beam | Mirac Vuslat Basaran | | |
| Large scale streaming infrastructure using Apache Beam and DataFlow | Talat Uyarer | Watch | |
| How to build streaming data pipelines with Google Cloud Dataflow and Confluent Cloud | Elena Cuevas | Watch | Slides |
| Leveraging Beam's Batch-Mode for Robust Recoveries and Late-Data Processing of Streaming Pipelines | Devon Peticolas | Watch | Slides |
| Workshop: Visually build Beam pipelines using Apache Hop | Matt Casters | Watch | |