Cluster Computing Courses and Certifications

Bryan Cafferky

Create a Spark Cluster - Master Databricks and Apache Spark Step by Step - Lesson 4

Learn to create and use Apache Spark clusters, understand their differences from Databricks, and explore data querying with Zeppelin notebooks in this step-by-step guide.

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

Bryan Cafferky

Databricks Workspace Tour and Notebook Demo - Lesson 3

Comprehensive tour of Databricks Workspace, demonstrating tools and features with focus on the proprietary notebook IDE. Provides foundation for advanced Databricks and Apache Spark usage.

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

Christian Lempa

My New Kubernetes Setup on Raspberry Pi

Discover how to build a physical Raspberry Pi Kubernetes cluster for your HomeLab using k3sup and kube-vip load-balancer with rack-mounted hardware setup.

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

CodeWithYu

Apache Airflow with Spark for Data Engineers - Full Course

Build end-to-end data engineering projects using Apache Airflow, Docker, Spark, and multiple programming languages. Learn to create and submit jobs to Spark clusters for processing and view real-time results.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Databricks

Optimizing Spark SQL Jobs with Parallel and Asynchronous IO

Optimizing Spark SQL jobs through parallel and async IO techniques, including file-level and row group-level parallel read, asynchronous spill, and parquet column family, resulting in 5-30% performance improvement.

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

MITCBMM

Dynamical Systems in Neuroscience

Explore cluster computing and OpenMind for brain and cognitive sciences, covering dynamical systems, models, and observation techniques in neuroscience research.

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

linux.conf.au

Building Raspberry PI Supercomputers

Learn to build and manage Raspberry Pi supercomputers, from cluster setup to parallel computing. Explore software integration, node configuration, and practical applications using MPI for numerical workloads.

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

The Past, Present, and Future of Kubernetes on Raspberry Pi

Explore Kubernetes on Raspberry Pi: past developments, current state, and future possibilities. Learn about ARM architecture, cluster building, and practical applications through live demos and expert insights.

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

Code Sync

RPC in WhatsApp - Scaling Erlang Infrastructure

Explore WhatsApp's Erlang infrastructure, covering scaled clusters, RPC workflow, service discovery, request dispatching, and load balancing for high-scale systems.

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

Tech Tutorials - David McKone

Proxmox VE SDN VXLAN Setup Tutorial

Learn to set up Software Defined Networking with VXLAN in Proxmox VE, enabling virtual networks across cluster nodes without physical network changes. Ideal for IT professionals seeking efficient network management.

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

MLOps.community

Building RAG-based LLM Applications for Production - LLMs III Talk

Develop and deploy scalable RAG-based LLM applications. Learn to handle data loading, preprocessing, embedding, and serving on clusters. Explore Anyscale Endpoints for cost-effective open-source model serving.

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

Discover AI

Databricks Distributed File System (DBFS) vs Local Files on Spark Cluster Driver Node

Understand the key differences between Databricks File System (DBFS) and local driver node storage, exploring distributed storage capabilities and FUSE mount implementation for cloud data access.

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

CodeWithYu

End-to-End Data Engineering with Apache Airflow, Docker, and Spark Clusters - Using Python, Scala, and Java

Build an end-to-end data engineering project using Apache Airflow, Docker, Spark Clusters, Scala, Python, and Java. Create and submit jobs in multiple languages to a Spark cluster for processing and real-time results.

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

Donato Capitella

Building a Two-Node AMD Strix Halo Cluster for LLMs with llama.cpp RPC - MiniMax-M2 and GLM 4.6

Master building a two-node AMD Strix Halo cluster for large language model inference using llama.cpp RPC, featuring 256GB unified memory and performance benchmarks.

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

PHP UK Conference

Distribute the Workload

Explore distributed systems and scalability techniques to enhance performance, redundancy, and availability of web services, inspired by ant colony principles.

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