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AI-Assisted Coding Foundations
DATA & AILearn how to code smarter with AI. Master prompt engineering, AI pair programming workflows, debugging, test generation, system design, security, and performance optimization in the AI-augmented developer era.
AI-Augmented Full-Stack Development
DATA & AIBuild production-ready full-stack systems with AI as your pair programmer. Master frontend, backend, APIs, databases, security, CI/CD, and observability.
AI on Linux
DATA & AIHarness AI directly on your own Linux machinesโno vendor lock-in, no cloud dependencies. Install GPU drivers and CUDA, run local LLMs with Ollama and llama.cpp, deploy containerized inference, and automate, secure, and scale AI workloads. A hands-on guide for developers, admins, and enthusiasts.
Becoming an AI-Driven Senior Engineer
DATA & AIBecome an AI-driven senior engineer. Master technical judgment, leadership, system thinking, and AI-augmented workflows to accelerate career growth.
Learn how to build real production-ready applications with AI pair programming. Master architecture, testing, DevOps, security, performance, scaling, and AI-assisted code reviews from prototype to deployment.
ChatGPT for Developers
DATA & AIUsing AI to Write Better Code, Debug Faster, and Boost Developer Productivity
Debugging & Refactoring with AI
DATA & AIMaster systematic debugging, AI-assisted code analysis, safe refactoring, and technical debt reduction. Learn how to modernize legacy systems and solve complex software defects with structured AI workflows.
Local LLMs on Linux
DATA & AIReclaim AI on infrastructure you own. This hands-on guide shows you how to build, run, optimize, and secure large language models on your own Linux systemsโfrom hardware selection and runtimes like llama.cpp, Ollama, and vLLM to prompt engineering, API serving, deployment, and scaling.
Machine Learning Fundamentals
DATA & AILearn machine learning from the ground up. Understand core concepts, data preparation, models, evaluation techniques, and real-world ML workflows-no advanced math required.
Ollama Fundamentals
DATA & AIRun powerful AI models on your own hardware with Ollama. This hands-on guide covers installation on Linux, Windows, and macOS, pulling and running models, custom Modelfiles, the REST API, performance tuning, self-hosting, security, and real projectsโfor private, cost-free, local AI.
Prompt Engineering for Developers
DATA & AIMaster prompt engineering as a core developer skill. Learn structured prompt design, code generation control, debugging, testing, security, token optimization, and production-ready AI instruction patterns.
Prompt Engineering Mastery
DATA & AIMaster the principles of prompt engineering to design reliable, high-quality prompts for AI systems, reduce hallucinations, and build reusable prompt patterns.
Secure Coding in the Age of AI
DATA & AIMaster secure coding for AI-assisted development. Protect applications, APIs, prompts, infrastructure, and supply chains with secure-by-design engineering practices.
System Design with AI Support
DATA & AIDesign scalable and reliable systems with AI as your architecture co-pilot. Master APIs, data models, caching, microservices, and real-world case studies.