Samuel Chan

10.2K subscribers

107 videos

Co-founder of Algoritma (https://algorit.ma), Supertype (https://supertype.ai), HyperGrowth (exited), GrowthBot (exited). I teach software engineering in the...

Latest Videos

Build Chat AI apps w Streamlit + LangChain

You should use LangChain's Caching!

A language for LLM prompt design Guidance

GPT builds entire app from prompt (ft. SMOL Developer)

Making a Sci-Fi game w Cohere LLM + Stability.ai Generative AI tutorial

Copilot Chat Demo Copilot X best AI pair programmer!

Building a queryable journal 💬 w OpenAI, markdown & LlamaIndex 🦙

Building an AI language tutor Pinecone + LlamaIndex + GPT-3 + BeautifulSoup

OpenAI's python QuickStart (tutorialfirst look)

Locally-hosted, offline LLM wLlamaIndex + OPT (open source, instruction-tuning LLM)

GPT scrapes + answers from any sites (ft. Chromadb, Trafilatura)

Understanding Embeddings in LLMs (ft LlamaIndex + Chroma db)

LangChain + HuggingFace's Inference API (no OpenAI credits required!)

LangChain + OpenAI to chat w (query) own Database CSV!

LangChain + OpenAI tutorial Building a Q&A system w own text data

TorchVision Quick Start Image classifier in 10 mins

Python's 3.9 @cache (and lru_cache) is amazing!

Train a PyTorch neural network step-by-step PyTorch deep learning (Feb 2023)

Use less for-loops, use more vectorization

Backpropagation algorithm & gradient descent, but explain it like I'm 5

Use set intersections, not for loops!

PyTorch's Computational Graph + Torchviz PyTorch (2023)

Taskwarrior is THE task management system you need

Building neural networks with PyTorch (PyTorch w GPU tutorial, part 4)

PyTorch Datasets, DataLoaders and Transforms (PyTorch w GPU series, part 3)

Introduction to Tensors (PyTorch with GPU series, part 2)

GPU-based deep learning (2023) series 1 PyTorch & CUDA installation guide

Hands on introduction to Docker Compose V2 (tutorial ft. wordpress, mysql, phpmyadmin)

Hands on Introduction to Docker & Data Persistence w Docker Volumes

DuckDB Hi-performance SQL queries on pandas dataframe (Python)