C++ STL
Comprehensive overview of C++ STL, covering data structures and algorithms. Learn efficient coding techniques and boost your programming skills with practical examples.
Programming Networks and Automation - APIs and Python Scripts - Beginners Guide
Comprehensive guide to SDN concepts, network programmability, and automation using APIs and Python scripts. Covers industry trends, DevOps, Cisco solutions, and practical examples with FMC REST API.
Exploring Modern and Secure Operations of Kubernetes Clusters on the Edge
Explore modern Kubernetes edge deployment security and operations, covering secure boot, OS image download, TPM for remote attestation, deployment options, GitOps management, and edge-cloud data synchronization.
Building Scalable AI Computer Vision Applications
Standardized workflow for building scalable AI computer vision applications, covering data preparation, annotation, model selection, benchmarking, deployment, and monitoring for efficient development.
Machine Learning for Continuous Integration - Andrea Frittoli & Kyra Wulffert - ODSC Europe 2019
Explore machine learning techniques for analyzing CI/CD pipeline data, extracting insights, and automating failure identification using open-source tools like TensorFlow and Pandas with real-life OpenStack community data.
CI-CD for Machine Learning
Automate ML model training and evaluation using GitLab CI/CD. Learn to allocate cloud instances, generate performance reports, transfer data, and customize workflows for efficient machine learning development.
Making MLOps Uncool Again
Learn to build an automated MLOps workflow using Git, GitHub, and open-source tools, covering the entire ML model lifecycle from data labeling to prediction monitoring.
Getting Started with Kubernetes
Learn Kubernetes fundamentals, its role in cloud-native infrastructure, and career implications. Explore containers, microservices, and practical applications with expert Nigel Poulton in this comprehensive introduction.
Deploying the Speech Recognition System on Docker with NGINX
Learn to deploy a speech recognition system using Docker and NGINX, covering containerization, orchestration, and configuration for efficient application deployment.
How to Deploy ML Models in Production with BentoML
Learn to deploy Machine Learning models in production using BentoML, covering installation, model saving, service creation, bento building, and Docker containerization. Includes hands-on examples and practical deployment steps.
What is Platform Engineering - Understanding Its Role in Modern Software Development
Explore platform engineering's role in modern software development, its relationship with DevOps, and career opportunities in this emerging field.
Deploying Your AI-ML Investments - Jon Peck - ODSC East 2018
Insights on deploying AI/ML models to production, covering tech stacks, organizational practices, and strategies for efficient scaling and performance optimization.
Tom Luczak at BDF 2015 - "There is No IoT Stack"
Explore IoT's complexity, challenges, and future potential with insights on frameworks, protocols, and emerging technologies in this comprehensive talk by Tom Luczak.
Implementing Exercise Wearables Analysis with Spark and Akka
Explore designing and implementing distributed systems with Scala, Akka, and Spark. Learn about cluster-sharded domains, REST APIs, and DevOps considerations for wearable and mobile applications.
Marathon: An Init.d for Your Whole Data Center
Marathon: A framework for fault-tolerant, elastic scale-out architecture. Simplifies deployment, scaling, and management of long-lived applications in data centers. Supports Docker containers and provides REST API for app lifecycle control.
Fail Fast - Tumblr's Evolving Architecture
Explore Tumblr's architectural evolution, scaling challenges, and innovative solutions. Gain insights into high-traffic system design, data management, and development practices.
Kubernetes Crash Course
Comprehensive Kubernetes crash course covering core concepts, installation, networking, deployments, storage, and resource management for efficient container orchestration.
Docker Crash Course
Comprehensive Docker tutorial covering installation, Dockerfiles, images, containers, volumes, and Docker Compose. Learn containerization essentials and best practices in 2.5 hours.
Everything You Need to Know About Kubebuilder - Write Operators Like a Pro
Learn to create Kubernetes operators using Kubebuilder, covering project setup, API creation, code generation, custom resources, and validation techniques for efficient cluster management.
Introduction to Rust Operators for Kubernetes
Explore Rust for Kubernetes operators: write a concise operator in under 100 lines, compare with Golang, and learn about custom resources and data fetching in this quick introduction.
Local Raspberry Pi Kubernetes - Accessed Anywhere with Tailscale
Learn to build and access a local RaspberryPi Kubernetes cluster from anywhere using Tailscale. Explore hardware, networking, and workloads for a 4-node setup, ideal for local development and simulating real environments.