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

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

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

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

Black Hat

Practical New Developments in The Breach Attack

Explore advanced techniques for exploiting SSL vulnerabilities, including new methods to bypass encryption, optimize attacks, and implement persistent command-and-control strategies. Novel mitigation approaches are also discussed.

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

Institute for Pure & Applied Mathematics (IPAM)

Stochastic Vector Methods for Extended Systems - IPAM at UCLA

Explore stochastic vector approaches for electronic structure in condensed matter systems, reducing complexity and enhancing efficiency in computational quantum mechanics.

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

Hausdorff Center for Mathematics

The Power of Randomization - Distributed Submodular Maximization on Massive Datasets

Explore distributed algorithms for submodular maximization in machine learning, focusing on a parallel approach that achieves constant factor approximation guarantees for large-scale problems.

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

USENIX

Zippier ZMap - Internet-Wide Scanning at 10 Gbps

Optimizations to ZMap network scanner achieving 10-fold increase in scan rate, enabling comprehensive TCP port scanning across IPv4 address space in 4.5 minutes. Discusses implications and potential applications.

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

Devoxx

Improving Android Build Performance

Optimize Android build performance with Gradle: identify bottlenecks, fix common issues, and leverage incremental processing for faster, more efficient development workflows.

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