Batch Data Processing Courses and Certifications

AWS Certified Data Engineer Associate 2024 - Hands On!

5683 ratings at Udemy

AWS DEA-C01 certification prep course with exercises and a full-length practice exam. Redshift, Glue, Athena, and more

• Udemy
• 21 hours 29 minutes
• On-Demand
• Paid Course

Streaming Concepts

Learn about the difference between batching and streaming, scaling streaming systems, and real-world applications.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Applying the Lambda Architecture with Spark, Kafka, and Cassandra

120 ratings at Pluralsight

This course introduces how to build robust, scalable, real-time big data systems using a variety of Apache Spark's APIs, including the Streaming, DataFrame, SQL, and DataSources APIs, integrated with Apache Kafka, HDFS and Apache Cassandra.

• Pluralsight
• 6 hours 5 minutes
• On-Demand
• Free Trial Available

Getting Started with Apache Spark on Databricks

63 ratings at Pluralsight

This course will introduce you to analytical queries and big data processing using Apache Spark on Azure Databricks. You will learn how to work with Spark transformations, actions, visualizations, and functions using the Databricks Runtime.

• Pluralsight
• 1 hour 53 minutes
• On-Demand
• Free Trial Available

Delta Lake with Azure Databricks: Deep Dive

54 ratings at Pluralsight

In this course, you'll learn about Delta Lake using Azure Databricks and its ecosystem – Delta Lake Storage, Delta Engine, Delta Architecture, Delta Live Tables, etc. – and how it provides warehouse-like features that you can use to build a Lakehouse.

• Pluralsight
• 3 hours 36 minutes
• On-Demand
• Free Trial Available

Building Batch Data Processing Solutions in Microsoft Azure

45 ratings at Pluralsight

Azure Data Engineers design and implement data solutions in the Microsoft Azure cloud. This course will teach you how to use Azure products to perform batch data processing operations.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Handling Batch Data with Apache Spark on Databricks

26 ratings at Pluralsight

This course will teach you how to transform and aggregate batch data using Apache Spark on the Azure Databricks platform using selection, filter, and aggregation queries, built-in and user-defined functions, and perform windowing and join operations on b…

• Pluralsight
• 2 hours 22 minutes
• On-Demand
• Free Trial Available

Databricks

Demystifying Delta Lake - Data Reliability for Data Lakes

Explore Delta Lake's reliability features for data lakes with Apache Spark creator Michael Armbrust. Learn about ACID transactions, metadata handling, and unified data processing.

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

Handling Batch Data with Apache Spark on Databricks

This course will teach you how to transform and aggregate batch data using Apache Spark on the Azure Databricks platform using selection, filter, and aggregation queries, built-in and user-defined functions, and perform windowing and join operations on b…

• Pluralsight
• 2 hours 22 minutes
• On-Demand
• Free Trial Available

Building Batch Data Pipelines on Google Cloud - Locales

Aprenda a construir pipelines de dados em lote no Google Cloud, explorando tecnologias como BigQuery, Spark no Dataproc, Cloud Data Fusion e Dataflow para transformação e processamento eficiente de dados.

• Google Cloud Skills Boost
• Finished
• Paid Course

CodeEmporium

Transformer Encoder in 100 Lines of Code

Learn to implement a Transformer Encoder from scratch in Python. Explore key concepts like attention mechanisms, layer normalization, and feed-forward networks through hands-on coding.

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

Building Batch Data Pipelines on GCP en Español

44 ratings at Coursera

Aprende a construir canalizaciones de datos por lotes en Google Cloud, explorando paradigmas EL, ELT y ETL, y utilizando herramientas como BigQuery, Dataproc, Cloud Data Fusion y Dataflow.

• Coursera
• 17 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Building Batch Data Pipelines on GCP en Français

Apprenez à créer des pipelines de données par lot sur Google Cloud, en explorant différentes méthodes et outils comme BigQuery, Dataproc, Dataflow et Cloud Data Fusion pour optimiser le traitement des données.

• Coursera
• 17 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Building Batch Data Processing Solutions in Microsoft Azure

19 ratings at Pluralsight

In this course, you will learn how to perform ETL and ELT batch data processing workflows by using Microsoft Azure products and partner technologies.

• Pluralsight
• 2-3 hours
• Finished
• Free Trial Available

Google Cloud;  Google

Building Batch Data Pipelines on GCP auf Deutsch

Erlernen Sie verschiedene Methoden zur Erstellung von Batch-Datenpipelines in Google Cloud, einschließlich BigQuery, Spark, Data Fusion und Dataflow, mit praktischen Übungen.

• Coursera
• 2 weeks
• Finished
• Free Online Course (Audit)