Samuel Chan Courses

LangChain and HuggingFace Integration - Using GPT-2 Without OpenAI Credits

1 rating

Explore LangChain with GPT-2 and HuggingFace for AI development without OpenAI costs. Learn to integrate cutting-edge LLMs, text embeddings, and vector stores for innovative applications.

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

Building Tools for HR Industry - Data Science Workshop

1 rating

Comprehensive workshop on building HR tools using data science, covering Python basics, class creation, and practical applications for industry professionals.

• YouTube
• 3 hours 9 minutes
• Self-Paced
• Free Video

Web Scraping with BeautifulSoup and Regex

1 rating

Learn hands-on web scraping techniques using BeautifulSoup, including script tag extraction with regex and simple class selector methods for efficient data extraction and automation.

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

Build Chat AI Apps with Streamlit and LangChain

Learn to create interactive AI chat applications using Streamlit and LangChain, combining powerful language models with specialized tools for enhanced functionality and user experience.

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

LangChain's Caching Mechanism for LLMs - Benefits and Implementation

Optimize LLM development with LangChain's caching mechanism to reduce API calls, save costs, and improve application speed.

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

Guidance: A Language for LLM Prompt Design

Tutorial on Guidance, an open-source project for controlling language models effectively. Learn to create better interfaces between prompts and outputs, applicable to various LLMs including GPT and open-source models.

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

GPT Builds Entire App from Prompt - Featuring SMOL Developer

Explore AI-powered app development using SMOL Developer, a tool that generates web applications from text prompts, showcasing the potential of GPT in streamlining software creation.

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

Making a Sci-Fi Game with Cohere LLM and Stability AI - Generative AI Tutorial

Learn to create a unique sci-fi game world using Cohere's language model and Stability AI's text-to-image models. Explore generative AI for world-building and game development.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Copilot Chat Demo - AI Pair Programming with Copilot X

Explore GitHub Copilot Chat, an AI-powered coding assistant that integrates with Visual Studio and VS Code to enhance productivity and streamline development workflows.

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

Building a Queryable Journal with OpenAI, Markdown, and LlamaIndex

Create a queryable daily journal system using OpenAI, markdown, and LlamaIndex for efficient and cost-effective note-taking and information retrieval.

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

OpenAI's Python QuickStart Tutorial - GPT-3, DALL-E 2, and Whisper

Explore OpenAI's Python library for text completion, Q&A, image generation, and speech-to-text. Hands-on tutorial covering GPT-3, DALL-E 2, and Whisper functionalities.

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

Locally-Hosted Offline LLM with LlamaIndex and OPT - Implementing Open-Source Instruction-Tuned Language Models

Implement an offline, locally-hosted open-source LLM using Meta's OPT model and LlamaIndex. Learn about instruction-tuned models and explore alternatives to GPT-3 for various NLP tasks.

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

Understanding Embeddings in Large Language Models - LlamaIndex and Chroma DB

Explore embeddings in LLMs, their role in AI-powered tools, and practical applications using LlamaIndex and Chroma db. Gain insights into representing data for advanced language processing.

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

LangChain and OpenAI for Querying Databases and CSV Files with Natural Language

Learn to query databases and CSV files using natural language with LangChain and OpenAI, converting English to SQL or pandas commands for efficient data retrieval and analysis.

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

LangChain and OpenAI Tutorial - Building a Q&A System with Custom Text Data

Learn to build an AI-powered Q&A system using LangChain and OpenAI. Explore text embeddings, vector stores, and agent chaining to create a custom question-answering tool with your own data.

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