Data Pipelines Courses and Certifications

Como criar pipelines de dados em lote no Google Cloud

16 ratings at Coursera

Aprenda a projetar, otimizar, monitorar e orquestrar pipelines de dados em lote escaláveis no Google Cloud, com foco em qualidade e confiabilidade.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Serverless Data Processing with Dataflow: Operations

14 ratings at DataCamp

Learn to operate and optimize Dataflow pipelines in production.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Introduction to Airflow

2 ratings at Udacity

Learn about Apache Airflow DAGs and how to use them to automate basic data pipelines.

• Udacity
• 3 hours
• Self-Paced
• Paid Course

In this track, you'll build the core data engineering skills used on Databricks.

• DataCamp
• 37 hours
• Self-Paced
• Free Trial Available

Prepare for the Snowflake SnowPro Core Certification Exam (COF-C03) with this focused, hands-on track.

• DataCamp
• 9 hours
• Self-Paced
• Free Trial Available

Get hands-on with Polars, a fast and efficient package for processing tabular data in Python, and learn how to take your pipelines from first draft to production.

• DataCamp
• 11 hours
• Self-Paced
• Free Trial Available

Créer des pipelines de données en batch sur Google Cloud

Concevez, optimisez et orchestrez des pipelines de données en batch robustes et évolutifs sur Google Cloud.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Get hands-on with Apache Airflow, the industry standard for orchestrating data and AI workflows, and learn to take your pipelines from a first draft to something you can run in production.

• DataCamp
• 7 hours
• Self-Paced
• Free Trial Available

Establishing Data Infrastructure

Learn to connect data producers and consumers through scalable pipelines and turn those foundations into a data strategy for growing organizations.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

Google Cloud에서 일괄 데이터 파이프라인 빌드하기

Google Cloud의 Dataflow와 Dataproc Serverless로 확장 가능한 일괄 데이터 파이프라인을 설계·구축하고 품질, 모니터링, 워크플로를 관리합니다.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

InfoQ

Streaming from Apache Iceberg - Building Low-Latency and Cost-Effective Data Pipelines

Discover how to build efficient data pipelines using Apache Iceberg streaming, comparing Kafka and Iceberg sources while exploring stream processing implementations for low-latency, cost-effective solutions.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Gopher Academy

Plowing Through Data - Building Flexible Pipelines with Go

Discover how to build scalable data pipelines using Go's parametric polymorphism for processing agricultural data from fields, labs, and applications with flexibility and ease.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

GOTO Conferences

Data Pipelines à La Mode

A practical look at making data pipelines reproducible, traceable to the code behind each step, and efficient to rerun as algorithms evolve.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk

ACCU Conference

Powerful Data Processing Pipelines with C++20 Coroutines

Explore how C++20 coroutines can make concurrent data processing pipelines easier to compose and efficient at runtime.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Conference Talk

Google Cloud Tech

Build Continuous Data and AI Pipelines with BigQuery Continuous Queries

Revolutionize data engineering with BigQuery continuous queries for real-time AI insights. Explore event-driven pipelines using Vertex AI, Pub/Sub, and Bigtable through Cloud SQL.

• YouTube
• 41 minutes
• Self-Paced
• Free Video