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#Batch Processing

#Batch Data Processing
Showing: 132 courses

Lightroom Classic Tutorial for Beginners

4 rewiews
Comprehensive guide to mastering Adobe Lightroom Classic, covering file organization, photo editing techniques, creative adjustments, and efficient workflows for beginners to advanced users.
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40 Lesons
2 hours 10 minutes
On-Demand
Free-Video
University of Central Florida

Keras Tutorial - Neural Network Architectures and Advanced Concepts - Part 2

0 rewiews
Learn advanced deep learning concepts including neural networks, VGG, residual connections, autoencoders, and GANs. Explore batch processing, reproducibility, and practical implementation in Keras.
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20 Lesons
2 hours 16 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Challenges for ML Operations in a Fast Growing Company

0 rewiews
Explore ML operations challenges in rapidly growing companies. Learn strategies for scalable platforms, efficient model training, and balancing distributed vs. non-distributed applications. Gain insights on developer ergonomics and best practices.
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1 Lesons
56 minutes
On-Demand
Free-Video
Devoxx

A Brief History of Data - From Early Computing to Real-Time Streaming

0 rewiews
Explore the evolution of data management from early computing to modern real-time systems. Gain insights into technological advancements shaping our understanding and utilization of data.
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1 Lesons
52 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Lessons Learned: The Journey to Real-Time Machine Learning at Instacart

0 rewiews
Explore Instacart's transition to real-time machine learning, focusing on infrastructure, use cases, challenges, and key lessons for implementing ML in a dynamic marketplace.
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1 Lesons
39 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Lessons Learned from DAG-Based Workflow Orchestration

0 rewiews
Explore DAG-based workflow orchestration challenges and learn about Prefect Orion's DAG-less system for enhanced runtime flexibility and developer experience in data pipelines.
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1 Lesons
39 minutes
On-Demand
Free-Video
PiXimperfect

Top 7 New Features in Adobe Photoshop 2025 Explained

0 rewiews
Explore Photoshop 2025's groundbreaking features, from 3D integration to AI-powered distraction removal and enhanced generative capabilities, revolutionizing your creative workflow.
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8 Lesons
13 minutes
On-Demand
Free-Video
photoshopCAFE

Top New Features in Photoshop 2025 Major Update

0 rewiews
Discover the latest Photoshop 2025 features, including auto-removal of people and wires, enhanced Firefly 3 capabilities, and improved background manipulation tools for efficient editing workflows.
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8 Lesons
12 minutes
On-Demand
Free-Video
Microsoft

Azure Machine Learning Batch Endpoints - Episode 42

0 rewiews
Explore Azure Machine Learning Batch Endpoints with Tracy Chen. Learn about batch inference, deployment, invocation, and setting up CI/CD pipelines for efficient large-scale data processing.
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10 Lesons
2 hours
On-Demand
Free-Video
Amazon Web Services

Amazon EC2 Spot Instances

0 rewiews
Learn to optimize AWS EC2 Spot Instances for cost-effective, scalable cloud computing. Explore automatic scaling, instance flexibility, and integration with various AWS services for efficient workload management.
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17 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Max Novak

Lifechanging VFX Tool is Free - After Effects & Stable Diffusion Img2Img Video Ai

0 rewiews
Explore Stable Diffusion Img2Img, a free AI tool for creating stunning VFX. Learn installation, batch processing for video animations, and integration with After Effects.
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7 Lesons
22 minutes
On-Demand
Free-Video
Anyscale

How Roblox Scaled Machine Learning by Leveraging Ray for Efficient Batch Inference

0 rewiews
Discover how Roblox leverages Ray to scale machine learning infrastructure, focusing on multimodal language models integration, batch inference optimization, and practical implementation strategies.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Exploration of Mixing Online Services and Offline Jobs Based on Volcano

0 rewiews
探索基于Volcano的在线服务和离线作业混合技术,提高资源利用率。通过资源超卖、任务隔离等方法,在保证服务质量的同时优化集群资源配置。
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1 Lesons
29 minutes
On-Demand
Free-Video
The ASF

Analysis and Application of New Features in Flink ML 2.2.0

0 rewiews
Explore Flink ML 2.2.0's new features, including online inference, feature engineering, and real-time log clustering applications in Alibaba's infrastructure.
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1 Lesons
26 minutes
On-Demand
Free-Video
The ASF

Apache Flink Stream Batch Adaptive Shuffle - Latest Progress and Future Plans

0 rewiews
Explore Flink's latest Shuffle 3.0 architecture, featuring cloud-native design, stream-batch fusion, and adaptive capabilities for enhanced resource management and performance.
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1 Lesons
30 minutes
On-Demand
Free-Video
The ASF

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

0 rewiews
Explore Apache Paimon's capabilities as a unified data lake system, integrating stream processing, batch operations, and OLAP functionalities for modern data architecture.
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1 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Building End-to-End Delta Pipelines on GCP

0 rewiews
Explore building end-to-end Delta pipelines on GCP, covering data reliability, performance, and the Bronze-Silver-Gold architecture pattern, with practical code examples and Big Query integration.
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11 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Demystifying Delta Lake - Data Reliability for Data Lakes

0 rewiews
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.
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18 Lesons
26 minutes
On-Demand
Free-Video
Databricks

Presto on Apache Spark - A Tale of Two Computation Engines

0 rewiews
Explore the integration of Presto and Spark, combining low-latency evaluation with robust execution for enhanced SQL experience in both interactive and batch use cases at Facebook scale.
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17 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Delta Live Tables: Modern Software Engineering for ETL Pipelines

0 rewiews
Learn how Delta Live Tables simplifies ETL, enhances data pipeline reliability, and automates tasks. Discover modern software engineering practices for efficient data transformation and improved analytics, data science, and ML outcomes.
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18 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Accelerating Data Processing in Spark SQL with Pandas UDFs - Optimization Techniques

0 rewiews
Learn to optimize Spark SQL data processing using Pandas UDFs. Discover techniques to speed up queries, profile jobs efficiently, and leverage custom UDFs for significant performance gains in large-scale data pipelines.
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12 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Healthcare Claim Reimbursement Using Apache Spark - Optum's System Transformation

0 rewiews
Optimizing healthcare claim processing with Apache Spark: Improved performance, reduced costs, and enhanced capabilities for hospitals' revenue recovery through efficient data processing and analysis.
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14 Lesons
49 minutes
On-Demand
Free-Video
Linux Foundation

Building an Open Source Streaming Analytics Stack with Kafka and Druid

0 rewiews
Learn to build a robust streaming analytics stack using Kafka and Druid for real-time data processing, flexible querying, and maintaining data integrity in high-volume environments.
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24 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

Building Next-Generation Audience Targeting and Analytics at NBCUniversal

0 rewiews
Explore NBCUniversal's data-driven approach to audience targeting using Apache Mesos, DC/OS, Spark, Kafka, and Cassandra for real-time analytics and personalized data services.
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1 Lesons
39 minutes
On-Demand
Free-Video
The ASF

Batch and Stream Analysis with TypeScript Using Apache Beam

0 rewiews
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.
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8 Lesons
28 minutes
On-Demand
Free-Video
The ASF

Smooth Migration Practice from MapReduce to Spark at ByteDance

0 rewiews
Learn ByteDance's smooth migration solution from MapReduce to Spark, reducing costs and improving performance. Explore design, implementation, and benefits of transitioning legacy jobs with minimal changes.
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1 Lesons
33 minutes
On-Demand
Free-Video
Devoxx Poland

Introducing Apache Pinot: Real-time Analytics for Large-Scale Data

0 rewiews
Explore Apache Pinot's real-time analytics capabilities, architecture, and data model. Learn about its query language, indexing, and use cases in high-performance applications.
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31 Lesons
50 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Your First ML Model in Production - Considerations and Examples

0 rewiews
Explore strategies for impactful data science projects, from identifying business objectives to deploying ML models in production. Learn real-time scoring, API integration, and lifecycle management with practical examples.
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1 Lesons
46 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Your First ML Model in Production: Examples and Considerations

0 rewiews
Explore strategies for impactful ML projects, from identifying business objectives to deploying models in production. Learn real-time scoring, API integration, and lifecycle management.
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1 Lesons
46 minutes
On-Demand
Free-Video
Confluent

Data Pipelines Evolution from Batch to Streaming

0 rewiews
Explore the evolution from batch to streaming data pipelines using Apache Flink and Kafka. Learn strategies for seamless transition, including query-based connectors, change data capture, and handling late events.
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1 Lesons
41 minutes
On-Demand
Free-Video
Confluent

Streaming vs. Batch Processing: The Future of Data Architecture

0 rewiews
Explore the future of data processing with industry experts as they debate streaming vs. batch, adoption challenges, and best practices for real-time data architecture.
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8 Lesons
44 minutes
On-Demand
Free-Video
SQLBits

Introduction to Databricks Delta Live Tables

0 rewiews
Accelerate data pipeline development with Databricks Delta Live Tables. Learn setup, ingestion, table creation, pipeline execution, and data validation for faster, more reliable projects.
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1 Lesons
50 minutes
On-Demand
Free-Video
Datamine Software

Overview of Isatis.neo - Geostatistical Software for Data Analysis and Modeling

0 rewiews
Explore Isatis.neo, a comprehensive geostatistical software for data analysis, estimation, and simulation in mining, oil and gas, and environmental applications. Learn its layout, tools, and key features.
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10 Lesons
19 minutes
On-Demand
Free-Video
Adobe

Essential Photoshop Tips for Designers - Creative Techniques and Workflow Optimization

0 rewiews
Unlock Photoshop's hidden powers: Learn efficient design techniques, leverage Creative Cloud Libraries, and master automation for consistent, easily editable designs.
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10 Lesons
28 minutes
On-Demand
Free-Video
Jennifer McGuire Ink

Tips for Efficient Die Cutting - Part 1

0 rewiews
Efficient die-cutting techniques for cardmaking, including tips on organizing supplies, maximizing materials, and creating multiple designs simultaneously. Ideal for crafters looking to streamline their process.
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17 Lesons
34 minutes
On-Demand
Free-Video
The Joy of Editing with Dave Kelly

Topaz Photo AI - New RAW Support via Lightroom Classic (Version 0.9.0)

0 rewiews
Explore TOPAZ PHOTO AI's new RAW support via Lightroom Classic, enabling efficient batch processing of RAW files with enhanced image quality and streamlined workflow.
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1 Lesons
15 minutes
On-Demand
Free-Video
The Joy of Editing with Dave Kelly

Topaz Photo AI - Batch Processing RAW Files in Lightroom Classic

0 rewiews
Discover efficient batch processing of RAW files using Topaz Photo AI in Lightroom Classic, enhancing image quality with advanced AI-powered tools for sharper, cleaner results.
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1 Lesons
15 minutes
On-Demand
Free-Video
The Joy of Editing with Dave Kelly

Topaz Sharpen AI - Major Update V2.0.2 Review: Batch Processing and Masking

0 rewiews
Explore the latest Topaz Sharpen AI update, featuring new batch processing and masking capabilities for enhanced photo editing efficiency and precision.
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5 Lesons
18 minutes
On-Demand
Free-Video
CGDive

Action Commander Review - Simplifying Animation Workflow in Blender

0 rewiews
Simplify Blender animation workflow with Action Commander addon. Streamlines action management, creation, and application. Includes features for batch operations and target armature control.
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9 Lesons
15 minutes
On-Demand
Free-Video
ChariotSolutions

Josh Long - Behind the Scenes of Spring Batch

0 rewiews
Explore Spring Batch's robust framework for efficient data processing, covering key concepts, APIs, and advanced features like remote chunking and partitioning for large-scale operations.
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36 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Databricks

Elixir for Data Engineering - Batch and Stream Processing

0 rewiews
Discover how Elixir can revolutionize data engineering with distributed processing, Airflow integration, and Kafka event handling. Learn practical examples for efficient batch and stream processing.
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10 Lesons
24 minutes
On-Demand
Free-Video
ChariotSolutions

Demystifying Stream Processing with Apache Kafka

0 rewiews
Demystifying stream processing with Apache Kafka, exploring key features, benefits, and challenges. Introduces Kafka Streams library, highlighting its unique design decisions and tradeoffs in the stream processing landscape.
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19 Lesons
55 minutes
On-Demand
Free-Video
Unreal Engine

Speeding Up Game Logic in Unreal Engine - Unreal Fest Online 2020

0 rewiews
Optimizing game logic for large-scale multiplayer titles using ECS, taskgraph extensions, and component-based processing to improve performance and enable automatic parallelization.
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29 Lesons
37 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Batch Preprocess Audio Datasets in 1 Command

0 rewiews
Explore praudio, a Python library for efficient audio dataset preprocessing. Learn its design, implementation, and usage for streamlining complex audio processing tasks in AI projects.
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17 Lesons
21 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Volcano - Cloud Native Batch System for AI, BigData and HPC

0 rewiews
Explore Volcano, a cloud native batch system for AI, BigData, and HPC. Learn about its features, use cases, and integration with computing ecosystems to accelerate workloads and improve cluster utilization.
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1 Lesons
24 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Walk, Jog and Run with Cloud Native and CNCF TAG-Runtime

0 rewiews
Explore CNCF's TAG-Runtime projects for cloud-native workloads, focusing on Edge and Batch use cases. Learn about workload management, edge native principles, and future trends in containers, VMs, and WebAssembly.
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1 Lesons
29 minutes
On-Demand
Free-Video
The Cherno

Renderer Stats and Batch Improvements in Game Engine Development

0 rewiews
Explore advanced techniques for optimizing game engine performance through renderer statistics analysis and batch rendering improvements.
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1 Lesons
35 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Container Image Workflows at Scale with Buildpacks

0 rewiews
Explore Buildpacks for transforming source applications into cloud-ready images, enabling efficient deployment and management of container workflows at scale across various use cases.
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1 Lesons
35 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Cloud Native Batch Scheduling with Volcano - May 15, 2024

0 rewiews
Explore cloud native batch scheduling with Volcano in this CNCF Research End User Group session, focusing on advanced techniques and best practices for efficient workload management.
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1 Lesons
45 minutes
On-Demand
Free-Video
OpenInfra Foundation

Deploying and Managing Baremetal Kubernetes with Ironic

0 rewiews
Discover how G-Research leverages Ironic to automate baremetal Kubernetes deployment, managing hardware provisioning, security compliance, and firmware updates across multiple datacenters for efficient HPC operations.
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1 Lesons
30 minutes
On-Demand
Free-Video
OpenInfra Foundation

Sokovan - Container Orchestrator for Accelerated AI/ML Workloads and Massive Scale GPU Computing

0 rewiews
Discover how Sokovan optimizes AI/ML workloads through intelligent container orchestration, featuring dual-layer scheduling and hardware acceleration integration for enhanced GPU computing performance.
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1 Lesons
28 minutes
On-Demand
Free-Video
UofU Data Science

Introduction to Neural Networks: Classification, Softmax, and Training Techniques

0 rewiews
Master the fundamentals of neural networks, from nonlinear and multiclass classification to feedforward networks, training techniques, and optimization strategies for improved model performance.
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7 Lesons
1 hour 19 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Data Processing at Scale with Knative and Benthos

0 rewiews
Explore scalable data processing using Knative and Benthos, focusing on batch processing challenges and solutions for enterprise use cases. Learn about transaction-based resiliency and data transformation techniques.
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1 Lesons
17 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Kueue Controller and Kubernetes Batch Working Group

0 rewiews
Explore Kueue Controller and Kubernetes Batch WG's advancements in cloud-native computing, focusing on efficient workload management and resource allocation for enhanced performance.
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1 Lesons
57 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Kubernetes SIG Apps Updates and Future Plans

0 rewiews
Explore SIG Apps' achievements, API advancements, and future plans for enhancing Kubernetes application deployment and operation, with insights from industry experts.
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7 Lesons
26 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Stable Diffusion DreamBooth Tutorial Using Automatic1111 Web UI - Ultra Detailed

0 rewiews
Comprehensive guide to Stable Diffusion DreamBooth: installation, training, fine-tuning, and advanced techniques for creating high-quality AI-generated images with custom subjects and styles.
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68 Lesons
1 hour 40 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion - Better Than Lensa

0 rewiews
Learn to create personalized AI avatars using Stable Diffusion and Google Colab. Master free, private, and unlimited AI image generation with step-by-step guidance for stunning results.
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33 Lesons
59 minutes
On-Demand
Free-Video
deeplizard

PyTorch DataLoader Source Code Debugging - Batch Building and Normalization

0 rewiews
Debugging session exploring PyTorch DataLoader's inner workings, focusing on data normalization, batch building, and parameter impacts. Insights into efficient data handling for deep learning projects.
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10 Lesons
22 minutes
On-Demand
Free-Video
CodeEmporium

Transformer Encoder in 100 Lines of Code

0 rewiews
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.
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25 Lesons
50 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Kubernetes as a Substrate for ATLAS Compute

0 rewiews
Exploring Kubernetes' potential for ATLAS experiment computing, including batch processing, GPU resource management, and interactive analysis clusters for high-energy physics research.
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1 Lesons
34 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Introduction to Kubernetes Working Group Batch - Goals and Roadmap

0 rewiews
Explore the Kubernetes WG Batch: goals, roadmap, and early efforts to enhance support for batch workloads, improve portability, and simplify deployment in core Kubernetes.
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14 Lesons
37 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building Armada - Running Batch Jobs at Massive Scale on Kubernetes

0 rewiews
Explore Armada: a system for massive-scale batch job execution on Kubernetes, enabling efficient utilization of GPUs and CPUs for advanced data science and machine learning in financial markets.
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14 Lesons
35 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Fragmentation of the Batch Ecosystem in Kubernetes - Challenges and Solutions

0 rewiews
Explore challenges and solutions for batch workloads in Kubernetes, discussing core support, missing functionalities, and future directions with industry experts.
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1 Lesons
53 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

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

0 rewiews
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.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building a Batch System for the Cloud with Kueue

0 rewiews
Learn about Kueue, a cloud-native job scheduler for Kubernetes that optimizes resource allocation, implements fair sharing, and enhances batch processing efficiency in multi-team environments.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Kubernetes Batch Processing at Scale - A Scheduling Perspective

0 rewiews
Explore Kubernetes batch processing challenges and solutions, including custom scheduling for large-scale operations, Gang Scheduling, DRF, and workload colocation for improved resource utilization.
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1 Lesons
24 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Enabling HPC and ML Workloads with Latest Kubernetes Job Features

0 rewiews
Explore new Kubernetes Job API features for distributed Batch/AI/HPC workloads, including Indexed Jobs and Pod Failure Policy, with real-world examples from DeepMind and Lawrence Livermore National Laboratory.
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1 Lesons
33 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Transforming Data Processing with Kubernetes - Journey Towards a Self-Serve Data Mesh

0 rewiews
Explore Intuit's use of Kubernetes with Data Mesh principles to transform data processing, enabling efficient management of 100,000+ pipelines and fostering a collaborative data culture for improved decision-making.
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1 Lesons
34 minutes
On-Demand
Free-Video
Linux Foundation

Unified and Pluggable Cluster Management Platform at LinkedIn

0 rewiews
Explore LinkedIn's journey in adopting Kubernetes for cluster management, addressing challenges and integrating with existing systems at scale.
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32 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Scaling Batch, Big Data, and AI Workloads Beyond the Kubernetes Scheduler

0 rewiews
Explore solutions for scaling AI, big data, and batch workloads on Kubernetes. Compare projects like Koordinator, Kueue, MCAD, Volcano, and YuniKorn to optimize cluster utilization and overcome scheduling challenges.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

A Decade of High-Volume Data and APIs - The Evolution of SIG-Apps

0 rewiews
Explore the evolution of Kubernetes workload support and APIs over a decade, highlighting SIG Apps' achievements, milestones, and future directions in cloud native computing.
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1 Lesons
33 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Exploring Armada: Multi-Kubernetes Cluster Batch Job Meta-Scheduler

0 rewiews
Explore Armada, a multi-Kubernetes-cluster batch job meta-scheduler, with Carlos Santana. Learn its features, benefits, and best practices for optimizing cloud-native computing workflows.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Growing Pain: Scaling to 10K Workflows per Week

0 rewiews
Insights on scaling a workflow orchestration platform to handle 10K workflows weekly, addressing challenges like spiky submissions, resource management, and diverse user requirements.
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1 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

LoRAX - Serving Thousands of Fine-Tuned LLMs on a Single GPU

0 rewiews
Explore LoRAX, an innovative LLM inference system enabling efficient serving of multiple fine-tuned models on a single GPU. Learn about dynamic adapter loading, heterogeneous batching, and scheduling techniques.
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1 Lesons
32 minutes
On-Demand
Free-Video
DevConf

Batch Processing Tekton Pipelines in OpenShift

0 rewiews
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.
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17 Lesons
37 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Using Nvidia TensorRT SDK for GPU Inference

0 rewiews
Optimize GPU inference using Nvidia TensorRT SDK. Convert models, compare throughput, and explore batch sizes, data precision, and runtime options for enhanced performance.
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1 Lesons
34 minutes
On-Demand
Free-Video
The ASF

Enhancing Flexibility and Productivity with Access Patterns and Storage-Agnostic Abstractions

0 rewiews
Explore a platform bridging data management gaps, offering storage-agnostic abstractions and ACID guarantees across streaming, batch, and random-access storages for flexible, consistent data handling.
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1 Lesons
29 minutes
On-Demand
Free-Video
Strange Loop Conference

Riding the Stream Processing Wave

0 rewiews
Explore LinkedIn's stream processing challenges, innovations in machine learning applications, and advancements in nearline processing. Learn about state management and offline-online convergence in large-scale data systems.
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1 Lesons
36 minutes
On-Demand
Free-Video
Microsoft

How Delta Lake with Azure Databricks Can Accelerate Your Big Data Workloads by 100x

0 rewiews
Explore advanced Delta Lake features on Azure Databricks for reliable, scalable data lakes. Learn optimizations for analytics and ML workloads, including file compaction, Z-Order partitioning, and unified batch/streaming.
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8 Lesons
26 minutes
On-Demand
Free-Video
Docker

Dynamic Management of Docker Containers in Multi-Cloud and Edge Using MiCADO

0 rewiews
Explore MiCADO: an open-source framework for dynamic management of Docker containers across multi-cloud and edge environments, built on Kubernetes. Learn about its components, policies, and applications in various scenarios.
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16 Lesons
38 minutes
On-Demand
Free-Video
NDC Conferences

Big Data Analytics in Near-Real-Time with Apache Kafka Streams

0 rewiews
Explore near-real-time data analytics using Apache Kafka streams. Learn to process, aggregate, and distribute large volumes of data efficiently, moving beyond traditional ETL methods for instant insights.
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20 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Strange Loop Conference

Stop Writing Dead Programs

0 rewiews
Explore the future of programming with a critical look at current practices and innovative ideas for live programming environments that could revolutionize problem-solving in technology.
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14 Lesons
43 minutes
On-Demand
Free-Video
Devoxx

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

0 rewiews
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.
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45 Lesons
44 minutes
On-Demand
Free-Video
Devoxx

Scalable Stream Processing - A Survey of Storm, Samza, Spark and Flink

0 rewiews
Comprehensive overview of popular stream processing systems for real-time Big Data analytics, comparing Storm, Samza, Spark, and Flink. Explores use cases, architectures, and trade-offs for low-latency data processing.
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1 Lesons
49 minutes
On-Demand
Free-Video
GOTO Conferences

Big Data - Challenges & Opportunities

0 rewiews
Explores Big Data's potential, challenges, and societal impact. Discusses volume, privacy, talent shortage, and technical issues. Examines promising sectors and the balance between corporate interests and social good.
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24 Lesons
50 minutes
On-Demand
Free-Video
GOTO Conferences

Automating Processes in Modern Architectures

0 rewiews
Explore modern process automation in microservices and event-driven architectures. Learn strategies for integrating components, implementing end-to-end processes, and addressing challenges in contemporary software design.
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11 Lesons
33 minutes
On-Demand
Free-Video
Spring I/O

Data Processing With Microservices

0 rewiews
Explore applying microservice concepts to batch and integration workloads using Spring Cloud Stream and Spring Cloud Task, with orchestration via Spring Cloud DataFlow for enhanced data processing applications.
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1 Lesons
44 minutes
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Free-Video
Spring I/O

Batch Processing in Action

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Explore Spring Batch's architecture, templates, and power through live coding examples. Learn to efficiently handle large-scale data processing tasks in enterprise environments.
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1 Lesons
49 minutes
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PyCon US

Patterns of ML Models in Production

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Explore ML model deployment patterns for production, covering online serving, offline processing, and scalable frameworks like Ray Serve, with insights from 100+ user interviews.
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15 Lesons
26 minutes
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EuroPython Conference

Distributed Workflows with Flowy

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Explore distributed, asynchronous workflows with Flowy, a library for orchestrating complex processes across multiple machines. Learn execution models, topologies, and scaling techniques.
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7 Lesons
38 minutes
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Free-Video
EuroPython Conference

Extracting Tabular Data from PDFs with Camelot and Excalibur

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Learn to extract tabular data from PDFs using open-source Python tools Camelot and Excalibur. Discover installation, usage, and automation techniques for efficient data extraction and processing.
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26 Lesons
30 minutes
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CNCF [Cloud Native Computing Foundation]

Deep Dive - Volcano

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Explore Volcano, a batch system for Kubernetes, designed for machine learning, bioinformatics, and big data workloads. Learn its features, benefits, and integration with popular frameworks.
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1 Lesons
34 minutes
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CNCF [Cloud Native Computing Foundation]

How to Multiply the Power of Argo Projects By Using Them Together

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Explore how combining Argo CD, Workflows, and Events enhances GitOps capabilities for cloud-native applications, with insights on project updates and future trends.
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1 Lesons
25 minutes
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CNCF [Cloud Native Computing Foundation]

Stream vs. Batch - Leveraging M3 and Thanos for Real-Time Aggregation

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Explore real-time aggregation approaches in M3 and Thanos for efficient monitoring of high-volume data in cloud-native applications, comparing stream and batch processing methodologies.
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12 Lesons
19 minutes
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SF Python

Data Pipeline Scorecard: Evaluating Python Processing Approaches

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Explore data processing approaches in Python, comparing different methods and their practical applications for building efficient data pipelines and optimizing workflow performance.
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1 Lesons
29 minutes
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Prophet of the Singularity

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

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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.
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15 Lesons
23 minutes
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Snorkel AI

The Challenges and Opportunities of Continual Learning in Real-Time Machine Learning

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Explore challenges and opportunities in continual learning, covering stages, training types, key issues, and solutions for feature monitoring and evaluation in machine learning ecosystems.
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18 Lesons
25 minutes
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NashKnolX

Introduction to Apache Beam with Examples

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

Scale Your Batch, Big Data, and AI Workloads Beyond the Kubernetes Scheduler

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Explore solutions for scaling batch, big data, and AI workloads on Kubernetes. Compare projects like Karmada, Koordinator, and Kueue to optimize cluster utilization and overcome scheduling challenges.
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1 Lesons
25 minutes
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Hugh Hou

The Best Pro Virtual Tours HDR Workflow - Theta Z1 from Zero to Hero Guide

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Master professional 360° virtual tour photography with the Ricoh Theta Z1, covering shooting techniques, HDR editing in Lightroom and Photoshop, and advanced cleanup skills for stunning results.
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15 Lesons
20 minutes
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