Introduction to Juju and Charms - Part I: Juju, Charms, and Integrations
Develop a demo Charm for Nginx deployment on LXD Juju controller, integrating with a tester charm. Learn core Juju concepts, terminology, and hands-on charm development techniques.
Simplifying MongoDB Operations: Best Practices and Management Techniques
Streamline MongoDB operations, explore challenges, and learn best practices for enhanced performance in modern applications using operators for VMs and Kubernetes.
Strengthening Software Operations: Observability, Encryption, and SSO - Operator Day Insights
Strengthen software operations with predictive observability, certificate-based encryption, and simplified SSO. Learn to integrate tools, secure communications, and automate identity management for enhanced efficiency and security.
Mastering Charm Development - Deep Dive into Canonical Software Operators
Gain hands-on experience creating and publishing charms, Canonical's software operators for Juju. Learn charm structure, deployment, and best practices for streamlining software operations.
Mastering Software Operators for Data and AI - PostgreSQL, Apache Spark, and Kubeflow
Explore software operators for PostgreSQL, Apache Spark, and Kubeflow. Learn to simplify complex operations, streamline data processing, and navigate MLOps setups for optimal AI workload performance.
Complete DevOps Project: Deploy GoLang App with Kubernetes, ArgoCD, Prometheus and Grafana
Deploy a secure GoLang app with Kubernetes, ArgoCD, Prometheus & Grafana. Learn modern DevOps practices for automated, secure, and scalable deployment pipelines using various tools and technologies.
Hands-on Dagger Workshop - Introduction to Programmable CI/CD
Learn to replace artisanal scripts with Dagger's modern API and cross-language scripting engine. Explore architecture, live demos, and hands-on workshop to revolutionize your software project's workflow.
Layering into Service Mesh - Understanding Implementation and Benefits
Explore service mesh technology, its implementation, and emerging trends like Ambient mesh. Learn when and how to leverage service mesh for improved inter-service communication and application reliability.
Maximize Android Game Performance: Arm Tools for Monitoring, Reporting, and Optimization
Optimize Android game performance with Arm's free profiling tools. Learn to enhance code efficiency, identify rendering defects, and streamline development for smoother gaming experiences.
Leveling Up Gaming with Large Language Models
Explore how large language models can revolutionize gaming experiences, enhancing storytelling, character interactions, and dynamic gameplay.
How Developers Are Hacking AI to Shape the Future of Humanity
Explore AI's evolution, biases, and governance with Dr Rumman Chowdhury. Gain insights on building accountable AI, algorithmic audits, and the role of developers in shaping ethical AI systems for the future.
Zephyr on Arm: A Comprehensive Overview with Benjamin Cabé
Explore Zephyr RTOS with Benjamin Cabé: architecture, use cases, community, licensing, and practical tips for embedded systems developers. Gain insights into this versatile open-source platform.
Comparing Open Source AI Agents to Perplexity AI - Testing Codestral, GPT4o, and Mixtral
Benchmark open-source AI models against Perplexity AI using a custom web search agent. Compare Codestral, Mixtral, and GPT4o performance in handling complex queries and multi-hop questions.
Comparing LLAMA 3, Phi 3, and GPT-3.5 Turbo AI Agents for Web Search Performance
Benchmark open-source AI models against Perplexity AI in web search performance. Compare Llama 3 70b, GPT-3.5 turbo, and Phi-3 medium using a custom web search agent.
Custom RAG Pipelines and LLM Fine-Tuning - A Gradient Tutorial
Explore custom RAG pipelines and LLM fine-tuning using Gradient. Learn to deploy fine-tuned models, mimic Yoda's speech style, and efficiently fine-tune 13B parameter open-source models for unique applications.
Optimizing ML Workloads on Kubernetes
Enhance ML project efficiency on Kubernetes: optimize resource usage, improve scheduling, and streamline production deployment using open-source solutions.
How AI Agent Jar3d Uses LangGraph and Prompt Engineering to Challenge Perplexity - Deep Dive
Explore advanced AI techniques like meta-prompting, RAG, and LangGraph to build a powerful research agent rivaling Perplexity. Gain insights into Jar3d's architecture and implementation.
Dynamic AI Agents with LangGraph, Prompt Engineering, and RAG
Explore dynamic AI agents using LangGraph, advanced prompt engineering, and RAG for research-intensive tasks. Learn to enhance AI capabilities for diverse applications like newsletter creation and travel planning.
AI Agents: Limitations in Intelligence and Planning - A Chess Experiment
Explore AI agents' limitations through chess tests, revealing planning effectiveness and crucial considerations for AI development.
Data Preparation Tips and Tricks for Machine Learning
Master data preparation techniques for AI models, including filtering, balancing, and synthetic dataset creation. Explore clustering methods, chat templates, and handling mixed-language data for improved model performance.
LoRA Fine-tuning Explained - Choosing Parameters and Optimizations
Explore LoRA fine-tuning techniques, from parameter selection to optimization strategies, enhancing your ability to customize language models effectively.