Apache Beam Courses and Certifications

Apache Beam | A Hands-On course to build Big data Pipelines

1855 ratings at Udemy

Build Big data pipelines with Apache Beam in any language and run it via Spark, Flink, GCP (Google Cloud Dataflow).

• Udemy
• 5 hours 25 minutes
• On-Demand
• Paid Course

Data Engineering with Google Dataflow and Apache Beam on GCP

738 ratings at Udemy

First steps to Extract, Transform and Load data using Apache Beam and Deploy Pipelines on Google Dataflow

• Udemy
• 2 hours 20 minutes
• On-Demand
• Paid Course

Apache Beam | Google Data Flow (Python)

562 ratings at Udemy

Complete Hands on Apache Beam | Batch & Streaming pipelines | Beam SQL & Google Cloud Dataflow.

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Exploring the Apache Beam SDK for Modeling Streaming Data for Processing

Apache Beam is an open-source unified model for processing batch and streaming data in a parallel manner. Built to support Google’s Cloud Dataflow backend, Beam pipelines can now be executed on any supported distributed processing backends.

• Pluralsight
• 3-4 hours
• On-Demand
• Free Trial Available

Modeling Streaming Data for Processing with Apache Beam

The Apache Beam unified model allows us to process batch as well as streaming data using the same API. Several execution backends such as Google Cloud Dataflow, Apache Spark, and Apache Flink are compatible with Beam.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Serverless Data Processing with Dataflow - Writing an ETL pipeline using Apache Beam and Cloud Dataflow (Java)

In this lab, you a) build a batch ETL pipeline in Apache Beam, which takes raw data from Google Cloud Storage and writes it to Google BigQuery b) run the Apache Beam pipeline on Cloud Dataflow and c) parameterize the execution of the pipeline.

• Google Cloud Skills Boost
• 1-2 hours
• On-Demand
• Paid Course

The ASF

Inference at Scale with Apache Beam

Learn to deploy and scale machine learning models efficiently using Apache Beam for distributed inference on CPUs and GPUs, with practical insights on parallelizing workloads.

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

The ASF

Batch and Stream Analysis with TypeScript Using Apache Beam

Explore batch and stream analysis using Beam's Typescript SDK. Learn API choices, usability, and functionality through demos. Discover how to leverage Typescript for efficient data processing workflows.

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

Getting Started with Apache Beam

Learn to create and test data processing pipelines using Apache Beam and Cloud Dataflow, covering ETL, streaming analytics, and both Java and Python implementations.

• Google Cloud Skills Boost
• 6 hours 15 minutes
• On-Demand
• Paid Course

NashKnolX

Introduction to Apache Beam with Examples

Learn Apache Beam's unified model for batch and streaming data processing, with real-world examples from eBay and Mozilla's data pipelines.

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

All Things Open

Machine Learning with Apache Beam

Explore Apache Beam for distributed data pipelines in machine learning, covering inference, data processing, and training with hands-on demos for parallelizing ML workloads.

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

GCP: Complete Google Data Engineer and Cloud Architect Guide

7355 ratings at Udemy

The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop

• Udemy
• 1 day 3 hours 52 minutes
• On-Demand
• Paid Course

Feature Engineering

1769 ratings at Coursera

Explore feature engineering techniques to enhance ML model accuracy using Vertex AI, BigQuery ML, Keras, and TensorFlow. Learn data preprocessing, feature creation, and advanced practices.

• Coursera
• 8 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Google Cloud Professional Data Engineer Certification Course

323 ratings at Udemy

Learn to use Google Cloud for Data Engineering and prepare for the Certification Exam!

• Udemy
• 10 hours 31 minutes
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow: Develop Pipelines

40 ratings at Coursera

Develop advanced Dataflow pipelines using Apache Beam SDK. Learn streaming data processing, sources/sinks, schemas, stateful transformations, performance optimization, SQL/Dataframes integration, and iterative development with Beam notebooks.

• Coursera
• 1 day 7 hours 14 minutes
• On-Demand
• Free Online Course (Audit)