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Selected demonstrations and explanations. Each one earns its place by clarifying a decision, workflow, or technical move.
10 of this chapter’s recipes were extracted from this video, including “Whisper CLI — transcribe a single audio file”, “Whisper CLI — specify source language”, “Whisper CLI — translate audio to English”.
Mapped to curriculum. View related booksOfficial walkthrough of v0's 2026 evolution into a full-stack tool: agent-driven development, the Feb 2026 Git+editor+DB updates, designer-developer collaboration.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “From Spec to Design Document — translate requirements into actionable development tasks”, “Spec‑Driven Prompting — feed a specification to an LLM to generate code, tests, and docs”, “Spec‑Driven Development — structure a project specification for AI code generation”.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “promptfoo config — define providers, prompts, and tests”, “promptfoo test file — write variable‑driven prompt tests”, “promptfoo assertions — validate LLM output with built‑in checks”.
Mapped to curriculum. View related books3 of this chapter’s recipes were extracted from this video, including “My AI video isn’t perfect — an editable draft to tweak prompts and redo it”, “Want your own face in AI‑generated videos — get a personal cameo avatar that animates you”, “How do I find AI video ideas that match a mood?”.
Mapped to curriculum. View related books5 of this chapter’s recipes were extracted from this video, including “Need a video that follows my exact scene, actions and music — get a synced clip”, “Want your own face and voice in AI videos — get a custom digital cameo”, “Want broadcast‑quality video and a bit more length — get high‑detail clips up to 15 seconds”.
Mapped to curriculum. View related books5 of this chapter’s recipes were extracted from this video, including “AI video keeps showing generic versions of my product — it matches the exact photo you upload”, “Need a single video with built‑in scene changes — AI creates multi‑shot clip with automatic cuts”, “Video is close but the mood’s off — get the exact AI video you want after a few tweaks”.
Mapped to curriculum. View related books7 of this chapter’s recipes were extracted from this video, including “Not sure what style my video should have — get a clip tailored to its purpose”, “5‑second clip limit stops long scenes — get a smooth multi‑step video flow”, “Lighting feels flat in AI video prompts — realistic shadows, highlights and mood”.
Mapped to curriculum. View related booksAnthropic's team explains what the Model Context Protocol is, why they built it, and how the host-client-server model connects an assistant to external tools and data.
Mapped to curriculum. View related booksHands-on class on running AI workloads on a Raspberry Pi at the edge, no cloud dependency, with companion code on GitHub.
Mapped to curriculum. View related booksWalkthrough of the humanoid robots at CES 2026 — Atlas, Figure and others — showing what robotics foundation models can do today.
Mapped to curriculum. View related booksFull walkthrough of Perplexity's Comet browser — the sidebar assistant, agentic multi-step tasks, and how it differs from running Perplexity in a regular tab.
Mapped to curriculum. View related booksA practical getting-started: connect to OpenRouter, send prompts, test free models, and drop it into your own app's workflow.
Mapped to curriculum. View related booksA credible explainer of OpenRouter as a single unified API for many LLMs — what it is, how to reach free models, and why one key beats many.
Mapped to curriculum. View related booksRoute Claude Code through OpenRouter to use free-tier models — the 'one key, many models' value prop demonstrated on a real coding session.
Mapped to curriculum. View related booksInstall Ollama, pull a model with one command, chat from the terminal, and call the local API from Python — the whole loop in 15 minutes.
Mapped to curriculum. View related booksA current step-by-step install on Windows/Mac/Linux, choosing a model that fits your hardware, and running it fully offline.
Mapped to curriculum. View related booksBuilds a first AI Agent using the 2026 default AI Agent node — the cleanest current canonical 'hello agent' video, straight from n8n.
Mapped to curriculum. View related booksStep-by-step: create a Mistral console account, activate billing, and generate an API key for the Mistral inference API.
Mapped to curriculum. View related books15 of this chapter’s recipes were extracted from this video, including “Style Raw Mode — get literal, photorealistic results”, “Callback Prompting — reference earlier subjects to keep focus”, “Inpainting & Outpainting — edit or extend generated images”.
Mapped to curriculum. View related books11 of this chapter’s recipes were extracted from this video, including “Midjourney Prompt — generate an image”, “Midjourney Aspect Ratio — control image dimensions”, “Midjourney Chaos — increase randomness in outputs”.
Mapped to curriculum. View related books11 of this chapter’s recipes were extracted from this video, including “Dashes & Brackets — add emphasis and grouping”, “Prompt Intent Definition — set clear image purpose”, “Lighting Details — set mood with specific lighting terms”.
Mapped to curriculum. View related booksShows that you don't need a fancy GPU — pick a small quantized model, run it on a normal laptop, and keep everything private and free.
Mapped to curriculum. View related booksInstall LM Studio, browse and download a model from the built-in Hugging Face search, chat in the GUI, and flip on the local server.
Mapped to curriculum. View related booksA careful tour of the KNIME interface — nodes, the workflow canvas, and execution — from a data-analytics-for-decisions teaching playlist.
Mapped to curriculum. View related booksKNIME's own intro to its core building blocks — nodes and workflows — and how to find the right node among 6,000+ for a data task.
Mapped to curriculum. View related booksEpisode 1 of a no-code KNIME series — what KNIME is and how visual data analytics replaces writing scripts.
Mapped to curriculum. View related books5 of this chapter’s recipes were extracted from this video, including “Custom Rust Renderer — display AI‑generated diagrams at 1 000 fps”, “JCode Memory System — achieve token-efficient context recall”, “Self‑Develop Mode — let JCode iteratively improve its own codebase”.
Mapped to curriculum. View related booksA full Jan setup end to end — install, download a model, run it with no internet, and tour the settings including connecting cloud providers.
Mapped to curriculum. View related booksFrames Jan as a privacy move: install the open-source app, download a local model from the Hub, and chat with a ChatGPT-style UI fully offline.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “HeyGen Photo‑to‑Video — generate a speaking avatar from a single headshot”, “HeyGen Avatar 5 — create a realistic digital twin from a 15‑second clip”, “HeyGen Video Agent — turn a script into an editable production‑ready video”.
Mapped to curriculum. View related books6 of this chapter’s recipes were extracted from this video, including “HeyGen AI Studio editing — refine script, captions and background”, “HeyGen public avatar selection — quickly choose a fitting AI presenter”, “HeyGen virtual character design — build an animated AI avatar from scratch”.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “HeyGen Translate — localize existing videos into other languages”, “HeyGen Digital Clone — create a realistic AI avatar of yourself”, “HeyGen Video Agent — generate long‑form videos by prompt”.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “Quick Create — launch a video with minimal setup”, “HeyGen Key Terms — understand the core vocabulary”, “HeyGen Navigation Sidebar — move around the platform efficiently”.
Mapped to curriculum. View related booksInstall the Groq Python client in a Jupyter notebook, call Llama 3.3 70B, and watch token-per-second numbers in real time. Copy-pasteable code throughout.
Mapped to curriculum. View related booksSign up at console.groq.com, generate an API key, and review the free-tier limits. The shortest path from 'never used Groq' to 'I have credentials I can paste'.
Mapped to curriculum. View related booksA practical self-hosted stack for a small business — including Ollama for local LLMs — so company data never leaves your own servers.
Mapped to curriculum. View related booksHow governments are building AI legal frameworks as generative AI scales — the regulatory backdrop (EU AI Act) to enterprise AI governance.
Mapped to curriculum. View related booksA clean from-scratch tour of Gemini — prompting, files and images, and the everyday features — for someone opening it for the first time.
Mapped to curriculum. View related booksTaking an AI-built app and deploying it on a VPS with Dokploy, end to end in about ten minutes.
Mapped to curriculum. View related booksRenting a Hetzner VPS, installing Dokploy, and deploying an app with automatic TLS — replacing a managed platform like Vercel.
Mapped to curriculum. View related books6 of this chapter’s recipes were extracted from this video, including “Docker Desktop Installation — set up Docker on Windows/macOS/Linux”, “Launching a PostgreSQL Instance — run a database in a container”, “Running Your First Container — display custom text with the whalesay image”.
Mapped to curriculum. View related books5 of this chapter’s recipes were extracted from this video, including “Docker Desktop Containers view — monitor and control running containers”, “Docker Desktop Images panel — identify and prune unused images”, “Docker Desktop Volumes view — locate persistent storage and avoid accidental data loss”.
Mapped to curriculum. View related books2 of this chapter’s recipes were extracted from this video, including “Docker Desktop — install on Windows 11”, “WSL — enable on Windows 11 for Docker”.
Mapped to curriculum. View related books1 of this chapter’s recipes were extracted from this video, including “Docker Desktop — install on Windows with WSL 2”.
Mapped to curriculum. View related books7 of this chapter’s recipes were extracted from this video, including “OrbStack — switch container images on the fly via Finder”, “OrbStack — use automatic HTTPS domains for containers”, “OrbStack — edit container files directly from macOS Finder”.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “Docker CLI — verify installation on macOS”, “Docker Hub — pull the hello‑world image”, “Docker Desktop (Apple Silicon) — install on macOS”.
Mapped to curriculum. View related books4 of this chapter’s recipes were extracted from this video, including “Docker container — run an isolated instance of an image”, “Dockerfile — define reproducible build steps”, “Docker image — package an app with all its dependencies”.
Mapped to curriculum. View related books9 of this chapter’s recipes were extracted from this video, including “Dockerfile — build a custom image with copied source code”, “Docker Desktop Installation — get Docker running on Windows, macOS, or Linux”, “Multi‑stage Dockerfile — reduce final image size and remove build tools”.
Mapped to curriculum. View related books6 of this chapter’s recipes were extracted from this video, including “Run Container from Custom Image — execute your code in isolation”, “Image Tagging and Immutability — manage versioned containers”, “Docker Installation on Arch Linux — get Docker running locally”.
Mapped to curriculum. View related books7 of this chapter’s recipes were extracted from this video, including “Docker Port Binding — expose a container service locally”, “Docker vs Virtual Machine — understand core differences”, “Docker Desktop — install on Windows or macOS”.
Mapped to curriculum. View related books7 of this chapter’s recipes were extracted from this video, including “Build Docker Image — create a tagged image from a Dockerfile”, “Docker Scout Scan — check image for vulnerable packages”, “Node Dockerfile — containerize a simple Node server”.
Mapped to curriculum. View related books10 of this chapter’s recipes were extracted from this video, including “Docker Install on Windows 10 — set up Docker Desktop”, “Docker Toolbox — run Docker on legacy OSes”, “Port Binding with Docker Run — expose a service to the host”.
Mapped to curriculum. View related booksFull containerization fundamentals: images vs containers, Dockerfiles, volumes, networking, Docker Compose, real examples.
Mapped to curriculum. View related booksFast overview of containerizing an app: what a container is, what an image is, and getting one running.
Mapped to curriculum. View related booksFelix Rieseberg, the Anthropic engineer behind Claude Cowork, walks through how he personally uses it for real work — the agentic plan-then-work flow, delegating whole tasks, and how it reaches across your files and apps.
Mapped to curriculum. View related booksA beginner's walk-through of installing Ollama and running an open model locally from the command line — pull a model, chat with it, and call its local API.
Mapped to curriculum. View related booksRunning a 120-billion-parameter model on consumer hardware — the memory and quantization tricks (MoE + MXFP4) that make it possible.
Mapped to curriculum. View related booksA clean step-by-step tour of claude.ai for real work: writing and editing, summarizing, analyzing files, and using artifacts — no setup beyond a free account.
Mapped to curriculum. View related booksLong-form course covering Claude end to end — projects, file analysis, web search, artifacts, and good prompting habits — with a 'now try it' beat after each section.
Mapped to curriculum. View related booksAccount setup through everyday use — prompting, file and image analysis, web search with citations, and where the Data Controls (training opt-out) live.
Mapped to curriculum. View related booksA longer tour of the current ChatGPT — projects, custom instructions, voice, and the newest model features — with practical example prompts.
Mapped to curriculum. View related booksA tour of Cerebras Coder, the free open-source app generator that scaffolds a working full-stack app in under a second on Cerebras hardware.
Mapped to curriculum. View related booksEnd-to-end: prompt Base44 with a meal-planning idea, watch it scaffold auth, database, and UI, then deploy to the public Base44 URL. Sponsored by Base44, so expect the smooth-path demo.
Mapped to curriculum. View related books