Distributed Computing Courses and Certifications

Distributed Computing & AI with Spark

Gain insights into building, training, and customizing models with TensorFlow and Keras, from simple networks to advanced pre-trained models with transfer learning, culminating in an image classification project.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Cloud Computing Concepts, Part 1

22 reviews

Explore fundamental distributed computing concepts for cloud systems, including MapReduce, NoSQL stores, and key algorithms. Gain hands-on experience through C++ programming assignments and industry insights.

• Coursera
• 23 hours 25 minutes
• On-Demand
• Paid Course

Algorithms for Big Data

10 reviews

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

Hussein Nasser

Consistent Hashing - The Backend Engineering Show

Explore consistent hashing in distributed systems, focusing on its application in databases like Cassandra and DynamoDB. Learn about implementation, advantages, and limitations.

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

Databricks

Ray - A Framework for Scaling and Distributing Python and ML Applications

Learn to scale Python and ML applications with Ray, a distributed framework for efficient compute-intensive workloads. Explore architecture, core concepts, and practical applications through XGBoost demo.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Deborah Gordon on Ant Colonies as Distributed Computers

Exploring ant colonies as dynamic, adaptive systems and their lessons for human society, technology, and problem-solving in uncertain environments.

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

Bill Buchanan OBE

.NET Remoting Tutorial - Creating Classes, Programs, and Client Applications

Explore .NET Remoting: create classes, programs, and client applications. Learn debugging, message counters, and HTTP implementation for distributed systems.

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

CppCon

Distributed Ranges: A Model for Building Distributed Data Structures, Algorithms, and Views

Explore distributed ranges for building scalable data structures and algorithms across clusters. Learn to implement generic, interoperable distributed computing solutions using modern C++ features.

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

Anyscale

Scaling Instacart Fulfillment ML on Ray

Explore scaling Instacart's fulfillment ML using Ray, reducing training time from days to hours. Learn about serverless architecture, remote code execution, and ML Ops integration for efficient model deployment.

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

Devoxx

Exo: Run Your Own AI Cluster at Home

Créez un cluster IA domestique avec exo, unifiant la puissance de calcul de vos appareils pour exécuter des modèles sophistiqués sans matériel coûteux.

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

Caleb Curry

Essential System Design Concepts - Tutorial

Master essential system design concepts including distributed computing, scalability, consistency, and fault tolerance for robust backend engineering.

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

Distributed Systems & Cloud Computing with Java

3189 ratings at Udemy

Learn Distributed Java Applications at Scale, Parallel Programming, Distributed Computing & Cloud Software Architecture

• Udemy
• 7 hours 37 minutes
• On-Demand
• Paid Course

Hadoop Starter Kit

16494 ratings at Udemy

Hadoop learning made easy and fun. Learn HDFS, MapReduce and introduction to Pig and Hive with FREE cluster access.

• Udemy
• 3 hours 20 minutes
• On-Demand
• Free Online Course

Fission

IPVM Community Call - Content-Addressed Computation in IPFS

Explore IPVM's content-addressed computation for IPFS, covering calling conventions, distributed scheduling, and more in this implementer-focused community discussion.

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

All Aboard the Automation Train - Simplifying Open Source Security

Explore the future of open source security through curation and automation, with insights on simplifying processes and reducing maintainer burden. Learn about implementable solutions for a more secure OSS ecosystem.

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