A practical, exam-focused course covering Colorado permit eligibility, rules of the road, signs, defensive driving, and a final practice test.

Build a proper framework around LLM evaluation: why evals are the regression tests for AI systems, how to select models on evidence instead of hype, how to build golden test data, the evaluator toolbox (exact match, rubrics, LLM-as-judge, RAG metrics), the guardrails layer, and concrete implementation walks through LangSmith, LangGraph, and Microsoft Copilot Studio — ending with hard production gates and measuring change over time.

Everything you need to actually fine-tune a model and know whether it worked. Covers the decision framework (when fine-tuning beats prompting or RAG), the complete terminology map, LoRA and QLoRA mechanics, dataset construction, a full walkthrough of the self-hosted Unsloth track and the managed Azure AI Foundry track, real published cost figures and a ranked cost-mitigation playbook, evaluation and failure diagnosis, and how to merge, quantise and serve what you trained.

Patrick Lencioni's classic leadership fable decoded: the story of DecisionTech, the five-dysfunction pyramid, how the dysfunctions cascade into each other, and the concrete tools to combat each one — from trust to results.

Master the two dominant programming paradigms: pure functions, composition, and immutability versus objects, encapsulation, and inheritance — with a practical framework for when to use each.

Master hydroponic farming in shipping containers — from nutrient science and LED lighting to building a closed-loop system where mushrooms and vegetables boost each other's growth. Covers solar power, environmental controls, sensors, automation, and the complete design of a self-sustaining two-container farm.

Learn the fundamentals of JavaScript programming language

Master Python basics from variables to functions with hands-on examples

The complete map of the Lang ecosystem: LangChain and LCEL for composable LLM pipelines, LangGraph for stateful agents, LangSmith and Langfuse for observability and evaluation, LangServe and the LangGraph Platform for deployment — plus when to use each, how they work together, and when to swap them for alternatives.

Master GNU Make: dependency graphs, rule syntax, variables, pattern rules, and advanced automation techniques — plus a practical framework for knowing exactly when Make is the right tool and when it isn't.

Learn options trading the fun way — calls, puts, Greeks, margin, and the strategies that made (and broke) WallStreetBets legends. No suits, no jargon worship, just what actually matters.

Everything about pi, the terminal coding agent you can extend: sessions and the TUI, models and providers, the TypeScript extension API, skills, prompt templates, pi packages, compaction and token economics, and headless SDK/RPC modes — then the oh-my-pi (omp) fork, and how to decide between vanilla pi and omp.

Everything behind the suffixes on Hugging Face: what quantization actually does, the full GGUF alphabet (Q4_K_M, Q6_K, IQ quants, UD, imatrix), the other formats (AWQ, GPTQ, EXL3, MLX, FP8, NVFP4, QAT), the fine-tune zoo (instruct, thinking, uncensored, flash, MTP), how to decode any repo, and a step-by-step framework for choosing the right model for your hardware — using Qwen3.8-27B as the running example.

A complete course on adversarial testing of AI systems: why models fail, the full attack taxonomy (prompt injection, jailbreaks, poisoning, extraction), the red team process used by Microsoft and the frontier labs, the open-source tooling (PyRIT, garak, ART), real-world incidents from Tay to Grand Theft Claude, and the NIST/EU/ISO governance landscape.

How to customize SharePoint the modern way: source-controlled SPFx web parts and extensions in a GitHub repo, packaged into .sppkg solutions, deployed through GitHub Actions to the app catalog, and installed on real sites. Includes real copy-pasteable code (manifest, web part, SPHttpClient data fetch, app customizer), the full package lifecycle (add → deploy → install → upgrade), verified deployment actions for CI/CD, plus how to extend the same repo-driven pipeline to site structure (PnP provisioning templates, site scripts), scripted page creation, and publishing documents and static content into SharePoint libraries — and a curated map of the best example galleries and resources to study.