Distributed Computing Courses and Certifications

Discover AI

Training and Evaluating Tiny Language Models for Edge Device Agents

Explore the development and scalability of TINY Language Models for AI agents on edge devices, focusing on training methodologies and practical implementations.

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

InspirationTuts

Why Nobody is Talking About This Free Render Farm

Discover Sheepit Renderfarm, a free community-driven rendering service that can accelerate your 3D projects without cost through distributed computing power.

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

Java

Fallacies of Software Development

Explore common misconceptions and thinking patterns in software development, from distributed computing fallacies to cognitive biases like Dunning-Kruger, and learn techniques to avoid these pitfalls.

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

AI Engineer

GPU-less, Trust-less, Limit-less - Reimagining the Confidential AI Cloud

Explore confidential AI deployment in public clouds without GPU lock-in, featuring four hands-on demos of secure, verifiable infrastructure with on-chain guarantees.

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

GOTO Conferences

How the Bitcoin Protocol Works - Understanding Decentralized Networks

Delve into the technical foundations of Bitcoin's protocol, exploring its groundbreaking distributed computing network and the revolutionary solution to decentralized consensus proposed by Satoshi Nakamoto.

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

Altinity

Deep Dive on ClickHouse Sharding and Replication

Master ClickHouse cluster scaling through detailed exploration of sharding, replication, distributed queries, and cloud deployment strategies for high-load applications.

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

PyCon US

Ray - A System for High-performance, Distributed Python Applications

Explore Ray, an open-source framework for scaling Python applications from laptops to clusters, focusing on ML/AI performance challenges and its key features for distributed computing.

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

CppNow

Quasi-Static Template Registration and Generalized Serialization-Like Reconstruction and Traversal

Explore advanced C++ techniques for efficient template registration and versatile data structure traversal, enhancing distributed applications with minimal developer burden and improved performance.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Conference Talk

CMU Database Group

Accelerating Apache Spark Workloads with Apache DataFusion Comet

Explore Apache DataFusion Comet's potential to enhance Apache Spark performance, optimizing data processing workflows and improving efficiency in large-scale analytics.

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

CMU Database Group

Apache Arrow DataFusion - A Fast, Embeddable, Modular Analytic Query Engine

Explore Apache Arrow DataFusion's fast, embeddable, and modular analytic query engine capabilities with insights from expert Andrew Lamb.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 18

Explore Databricks Photon and Spark SQL architectures, optimizations, and performance improvements in modern data processing systems.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

CMU Database Group

Parallel Hash Join Algorithms - Lecture 9

Explore parallel hash join algorithms for advanced database systems, focusing on efficiency and performance optimization techniques.

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

CMU Database Group

Parallel Sort-Merge Join Algorithms - Lecture 12

Explore parallel sort-merge join algorithms for advanced database systems, focusing on efficiency and scalability in large-scale data processing.

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

CMU Database Group

Parallel Hash Join Algorithms - Lecture 11

Explore parallel hash join algorithms for advanced database systems, focusing on efficiency and performance optimization techniques.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

OffensiveCon

Password Cracking: Past, Present, Future - Keynote

Explore the evolution and future of password cracking techniques with insights from a renowned security expert. Gain valuable knowledge on cybersecurity challenges and solutions.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video