Ian Wootten Courses

ell: A Powerful, Robust Framework for Prompt Engineering

Explore ell, a robust framework for prompt engineering. Learn versioning, visualization, and advanced techniques to craft perfect prompts without boilerplate code.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

How to Call an LLM Directly from SQL

Learn to integrate LLM calls directly into SQL queries, enabling seamless AI-powered data processing and analysis within your database environment.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

PostgREST - Creating Simple APIs with PostgreSQL

Discover how to create efficient APIs directly from PostgreSQL databases using PostgREST, from basic read-only endpoints to write access implementation and Python client integration.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

How to Code Custom ChatGPT API Interfaces - CLI and Voice

Learn to build custom ChatGPT API interfaces, including a CLI chatbot and voice transcription using Whisper, with hands-on Python coding examples.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Setting Up a Development Environment on Steam Deck

Explore setting up a development environment on Steam Deck, including Python, Docker, and VS Code, with challenges and solutions for coding on this gaming device.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

uv - A Single Python Tool to Replace pip, pipx, pyenv, poetry and More

Explore uv, a versatile Python tool for version management, project handling, script execution, and more. Learn its features and how it simplifies Python development workflows.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

FastHTML: Modern, Reactive Web Apps in Pure Python

Explore FastHTML, a Python-based web framework for building reactive apps without HTML or JS. Compare traditional methods and learn about FastTags, HTMX, and database integration.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

The Best Way to Get Typed Data from Ollama Using Instructor

Explore Instructor's simplicity in extracting structured data from LLMs, with a focus on JSON formatting and web scraping applications for seamless integration into larger systems.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Using Ollama to Run Local LLMs on the Steam Deck - Performance Comparison with Raspberry Pi 5

Explore running Ollama's local LLMs on Steam Deck: installation process, model performance, and comparison with Raspberry Pi 5 speeds in this hands-on tutorial.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Draw My UI: Turn Wireframes into Tailwind/JS with One Click

Transform wireframes into Tailwind/JS code instantly with Draw My UI. Explore this innovative tool for efficient web development, from signup forms to pricing plans.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Creating Voiceovers with OpenAI's Text-to-Speech and Vision Models

Explore OpenAI's TTS and GPT4V models to generate voiceovers and image descriptions, with practical demonstrations for creating audio content from text and visuals.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Amazon Bedrock - Generative AI on AWS

Explore Amazon Bedrock for generative AI on AWS. Learn to enable models, perform text completions, and discover various use cases in this concise tutorial.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Ollama on Linux - Installing and Running LLMs on Your Server

Step-by-step guide to installing and running Ollama on Linux servers, enabling easy deployment of large language models like Llama2 for remote access and use.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Code Llama: First Look and Python Coding Challenges - Ollama Setup

Explore Code Llama's capabilities through installation, comparison with Llama 2, and Python coding challenges in this hands-on walkthrough using Ollama on Mac.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

How Developers Can Use ChatGPT's Code Interpreter - Testing, Review, and Analysis

Explore ChatGPT's Code Interpreter for testing, code review, data science, and image analysis. Discover its capabilities and potential applications for developers.

• YouTube
• 15 minutes
• Self-Paced
• Free Video