Apache Beam Courses and Certifications

Traitement des données sans serveur avec Dataflow : cours 2

Maîtrisez le développement de pipelines Dataflow avec Apache Beam : fenêtres, déclencheurs, sources/récepteurs, schémas, transformations avec état et bonnes pratiques.

• Coursera
• 23 hours 49 minutes
• On-Demand
• Paid Course

Gopher Academy

How Apache Beam Makes Your Data Processing Go

Explore Apache Beam's Go SDK for efficient distributed data processing, overcoming Go's unique challenges using reflection, interfaces, and generics for scalable pipeline execution.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Devoxx

Building ML Workflows with Java, Python & Apache Beam

Learn to create multi-language ML pipelines using Apache Beam, combining Java for data processing and Python for ML modeling in batch and streaming workflows.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

Apache Beam - Making Big Data Portable With gRPC

Explore Apache Beam's unified programming model for efficient, portable data processing pipelines. Learn about its architecture, runners, and gRPC-based portability framework for cross-language execution.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

The ASF

Whisky Clustering with Apache Projects - Groovy, Commons Math, Ignite, Spark, Wayang, Beam and Flink

Analyze top distilleries' whiskeys using K-means clustering from Apache projects to identify the perfect single-malt Scotch. Explore data analysis with Groovy, Commons Math, Ignite, Spark, Wayang, Beam, and Flink.

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

GCP: Complete Google Data Engineer and Cloud Architect Guide

7368 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

1794 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 25 minutes
• On-Demand
• Paid Course

Google Cloud Professional Data Engineer Certification Course

667 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

GCP - Google Cloud Associate Data Practitioner Certification

264 ratings at Udemy

Prepare for Google Cloud Data Practitioner | BigQuery, Dataproc, Dataform, Cloud Composer, Looker Studio, Dataflow

• Udemy
• 10 hours 26 minutes
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow: Develop Pipelines

44 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
• 23 hours 24 minutes
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow: Develop Pipelines

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK.

• edX
• 3 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Serverless Data Processing with Dataflow: Foundations

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow.

• edX
• 1 week, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Using Beam ML to catch Toxicity in Gaming

This is a self-paced lab that takes place in the Google Cloud console.” In this lab, we will use Apache Beam ML RunInference transform to show how with just a few lines of code you can enable a real-time pipeline that will scale with your needs!

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow: Foundations - 日本語版

Dataflowを使用したサーバーレスデータ処理の基礎を学び、Apache BeamとDataflowの関係、Beam Portabilityの利点、コスト削減方法、セキュリティモデルの実装について理解を深める。

• Coursera
• 2 hours 28 minutes
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow: Foundations

Explore Apache Beam's vision, Dataflow's cost-saving features, and security implementations for serverless data processing. Learn about Beam Portability and flexible resource management.

• Google Skills
• 3 hours
• On-Demand
• Paid Course