Parallelization Courses and Certifications

Stanford Seminar - Algorithmic Extremism- Examining YouTube's Rabbit Hole of Radicalization

Examination of YouTube's recommendation algorithm, challenging claims of far-right radicalization. Data analysis reveals a preference for mainstream media over fringe content, with implications for online political discourse.

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

Selenium WebDriver 4, Cucumber BDD, Java & More! [NEW: 2023]

1641 ratings at Udemy

Full Automation Testing Bootcamp! Learn automation testing using Selenium Webdriver 4, Java, Cucumber BDD, TestNG & More

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

Selenium WebDriver Coding Exercises for Interviews

57 ratings at Udemy

This course contains a list of 16 Selenium Webdriver coding exercises that will help you ace your java interview.

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Spark Fundamentals II

Expand knowledge on RDDs, Spark architecture, data distribution, and task parallelization. Learn advanced API operations and optimize data for joins using memory caching.

• Cognitive Class
• 5 hours
• On-Demand
• Free Online Course

Advanced Data and Stream Processing with Microsoft TPL Dataflow

63 ratings at Pluralsight

CPUs have more and more cores, but writing parallel programs is tricky. In this course, you will learn how the data flow programming model combined with the actor model makes writing high performance, large data-processing systems easy.

• Pluralsight
• 2 hours 54 minutes
• On-Demand
• Free Trial Available

Applying Real-time Processing Using Apache Storm

36 ratings at Pluralsight

Storm lets you to work with large scale streaming data using it's distributed real-time processing architecture. This course discusses the components of Storm topologies and how to use Storm for applying machine learning in real-time.

• Pluralsight
• 2 hours 15 minutes
• On-Demand
• Free Trial Available

Amazon Web Services;  Amazon

Amazon Simple Storage Service (Amazon S3) Performance Optimization

Optimize Amazon S3 performance through prefixes, parallelization, and acceleration techniques. Learn to implement timeouts, retries, and use tools like S3 Select, CloudFront, and CloudWatch for efficient data management and delivery.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

GDC

Game Server Performance on Tom Clancy's The Division 2

Explore technical challenges and solutions for game server performance in Tom Clancy's The Division 2, focusing on parallelization and multithreading techniques for improved efficiency.

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

USENIX

Unity - Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization

Explore Unity, a system optimizing distributed DNN training through joint algebraic transformations and parallelization. Learn about its unified parallel computation graph and hierarchical search algorithm for improved performance.

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

USENIX

FlexTOE - Flexible TCP Offload with Fine-Grained Parallelism

Explore FlexTOE, a high-performance TCP offload engine for SmartNICs. Learn about its flexible design, fine-grained parallelism, and performance benefits in various network scenarios and hardware architectures.

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

Edan Meyer

Trillion Parameter Models Are Here

Explore ZeRO-Infinity's breakthrough in training trillion-parameter ML models with limited GPUs, revolutionizing large-scale deep learning and expanding possibilities for AI researchers and practitioners.

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

Unreal Engine

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

Optimizing game logic for large-scale multiplayer titles using ECS, taskgraph extensions, and component-based processing to improve performance and enable automatic parallelization.

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

Alan Turing Institute

AIUK 2022 Workshop - RADDISH: Real-Time Data Assimilation for Digital Twins

Explore real-time data assimilation for digital twins using particle filtering techniques, with interactive demonstrations and discussions on parallelization, future applications, and implementation challenges.

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

LambdaTest

How Does Enterprise Accelerate Test and Release Velocity - LambdaTest Webinar

Discover strategies to accelerate test execution and release velocity in enterprise environments. Learn about automation testing best practices, DevOps tools, and actionable techniques to improve software delivery speed.

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

LambdaTest

JavaScript Test Automation Complete Tutorial - Selenium WebDriver With JavaScript

Comprehensive tutorial on JavaScript test automation with Selenium WebDriver, covering setup, assertions, parallel testing, reporting, cloud execution, headless testing, and parameterization.

• YouTube
• 2 hours 48 minutes
• On-Demand
• Free Video