Batch Processing Courses and Certifications

Devoxx

Improve Your App UX with One Model Processing Insights from Batch and Streams

Learn to enhance app UX using a unified model for batch and stream processing. Explore Dataflow's capabilities through a real-time demo, gaining practical insights on managing and visualizing data streams.

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

Devoxx

Google Dataflow - The New Open Model for Batch and Stream Processing

Explore Google Dataflow's unified batch and stream processing model through real-time demonstrations, practical insights, and visualization techniques for managing data streams.

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

Prophet of the Singularity

How to Use Control Net Batch Processing to Make Videos with Colab, Deforum The LastBen Notebook

Learn to create videos using Controlnet batch processing with Colab and Deforum. Master image-to-video conversion, explore various Controlnet models, and unleash your creativity with fun animal-themed projects.

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

ETL - Extract Trino Load: A Case for Trino as a Batch Processing Engine

Explore Trino's potential as a powerful batch processing engine for ETL workflows, examining its capabilities and advantages in data integration tasks.

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

Kubernetes Batch Processing at Scale - A Scheduling Perspective

Explore Kubernetes batch processing challenges and solutions, including custom scheduling for large-scale operations, Gang Scheduling, DRF, and workload colocation for improved resource utilization.

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

Building a Batch Processing Platform for Data Pipelines Using Argo and Kubernetes

Explore Intuit's scalable batch processing platform using Kubernetes and Argo for efficient data pipeline management, addressing scheduling, orchestration, and dependency challenges in AI and data engineering.

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

DevConf

Batch Processing Tekton Pipelines in OpenShift

Explore Tekton for batch processing pipelines in OpenShift, covering design, implementation, and best practices with real-world examples from Red Hat's insights data processing.

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

The ASF

Apache Paimon - A Unified Data Lake for Stream, Batch, and OLAP Processing

Explore Apache Paimon's capabilities as a unified data lake system, integrating stream processing, batch operations, and OLAP functionalities for modern data architecture.

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

Data Council

The Middle Ground: Balancing Batch and Real-Time Processing in a Data Lakehouse

Explore how data lakehouse architectures can bridge batch processing and real-time streaming, supporting both high-frequency, low-latency queries and resource-intensive batch analytics on a single platform.

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

The ASF

Mixing Stream and Batch Processing in Apache Flink

Master unified stream and batch processing techniques in Apache Flink, exploring architectural designs and performance optimizations for efficient data processing workflows.

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

AWS Events

Mimecast's Journey from Batch to Real-Time Processing

Discover how Mimecast transformed their data architecture from batch to real-time processing using AWS services and open-source technologies, with insights on cluster separation, data validation, and managing seasonal traffic patterns.

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

NashKnolX

Spring Batch and Scheduling - Essentials of Batch Processing and Task Automation

Master the essentials of batch processing and scheduling in Spring Boot, from handling large-scale operations to implementing automated tasks with cron syntax and Spring Scheduler.

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

Roboflow

RF-DETR, Batch Processing, Instant Training, Serverless Inference, and More - What's New in Roboflow

Discover the latest Roboflow innovations through six mini-presentations covering RF-DETR object detection, instant training, polygon zones, SQL integration, batch processing, and serverless inference for computer vision applications.

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

Roboflow

How to Deploy Vision AI Models in the Cloud - Serverless, Dedicated, Batch Processing

Explore three deployment options for computer vision models: serverless APIs for quick scaling, dedicated servers for low latency, and batch processing for cost-efficient analysis.

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

Microcredential

Working with Different Files as Data Sources in Python

120 ratings at CodeSignal

Master Python file handling techniques for text, CSV, JSON, and large datasets while learning efficient data manipulation and processing strategies.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate
• 4 courses