Samuel Chan

Build a PyScript interactive dashboard w/Altair | End-to-end PyScript Tutorial #3

Web Storage: Cookies for web personalization, Session Storage and Sessions in Django

Deploying a PyScript App w/GitHub Pages | End-to-end PyScript Tutorial #2

PyTorchs Computational Graph + Torchviz | PyTorch (2023)

Whats new in Python 3.11 (7 new features in upcoming python 3.11)

PyScript Demo / Tutorial | End-to-end PyScript Tutorial #1

Purpose of serializers | Passing context from Django to React without it

Python Dicts are now insertion-ordered (Python 3.7)

Build w/ Python 4: Python Code Refactoring (Modular python functions)

useDApp tutorial (detailed, step-by-step) | React x Web3 series

Automated research: Extracting companies from PDF and "google" them using PyPDF2 and Regex (Python)

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

You should use LangChain's Caching!

Build w/ Python 2: Colorful terminal CLI, argparse, python package structure (production-ready)

Use less for-loops, use more vectorization

Data Visualization in Python: Altair Data Preparation | Complete Data Visualization Course part 3

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

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

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

How to create generative art (tutorial for NFT bros) with Python

Intro to SQLite: CSV to SQLite (Python for Bankers series)

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

Build w/ Python 3: (how to) build & publish our Python Package!

Build Chat AI apps w/ Streamlit + LangChain

Elasticsearch & Kibana on Docker (October 2022, Elasticsearch 8.4)

Understanding Embeddings in LLMs (ft LlamaIndex + Chroma db)

A language for LLM prompt design | Guidance

Taskwarrior is THE task management system you need

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

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

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

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

TorchVision Quick Start: Image classifier in 10 mins

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

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

YouTube Comments to CSV (✓ Official YouTube API, ✘ scraping) w Python

Hands on Introduction to Docker & Data Persistence w/ Docker Volumes

PyScript Tutorial #5 Building an interactive map w/ Folium & PyScript

Build a PyScript guestbook webapp | PyScript Tutorial #4

Data Visualization in Python: Building Blocks of Altair (Tutorial Series part 2)

Create a GitHub Profile Readme w/ social links

Practical introduction to Python's subprocess module

Digit Recognition (conventional computer vision)

Web Scraping with BeautifulSoup (+ a sprinkle of Regex)

dApp Tutorial: Web3 (web3.js) and React Detailed Walkthrough

Steganography Explanation and Code Examples (Least Significant Bit)

Build a knowledge bot 📰 w/ PyScript's Fetch API + Wikimedia

Locally-hosted, offline LLM w/LlamaIndex + OPT (open source, instruction-tuning LLM)

YouTube Analytics API with Python (May 2022 new Google API Library)

Visual Studio IntelliCode Demo

Ethereum Smart Contract Programming 2: Creating our cryptocurrency