Samuel Chan

32:11

Build Chat AI apps w/ Streamlit + LangChain

25:37

You should use LangChain's Caching!

43:15

A language for LLM prompt design | Guidance

41:34

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

1:02:20

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

26:13

Copilot Chat Demo | Copilot X: best AI pair programmer!

40:30

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

51:08

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

26:57

OpenAI's python QuickStart (tutorial/first look)

32:27

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

11:11

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

29:22

Understanding Embeddings in LLMs (ft LlamaIndex + Chroma db)

24:36

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

19:30

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

20:00

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

17:15

TorchVision Quick Start: Image classifier in 10 mins

17:36

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

50:54

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

18:31

Use less for-loops, use more vectorization

13:01

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

9:03

Use set intersections, not for loops!

23:42

PyTorch's Computational Graph + Torchviz | PyTorch (2023)

28:08

Taskwarrior is THE task management system you need

10:50

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

29:49

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

28:31

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

14:03

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

42:57

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

1:19:58

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

43:57

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

52:46

Practical introduction to Python's subprocess module

55:35

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

37:34

Writing Regex for Humans (Regex with empathy, featuring Python and BeautifulSoup)

1:16:37

Data Visualization in Python 4: Altair Scales, Axes, Legends | Complete Data Visualization Course

44:25

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

1:05:01

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

1:10:02

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

13:24

Dall-E 2 Demo & Examples (10-min tour)

1:06:43

Data Visualization in Python: Altair 4.2 (altair-viz) Tutorial | August 2022

23:50

Steganography Explanation and Code Examples (Least Significant Bit)

35:44

Dashboard frontend with PyScript + Altair + MDBootstrap (⌚ -🏃 | Part 2)

1:28:39

Building dashboards with PyScript + Altair (⌚ -🏃 | Part 1)

45:29

Image to ASCII art in Python | Converting images to ASCII w/ OpenCV (tutorial)

30:47

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

33:54

Making a CV with R (w/ RStudio): Professional & Semantic!

55:41

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

38:56

GPT3 Tutorial by projects: Teaching GPT-3 to write emails, ad slogans! (Web app)

51:15

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

41:33

Build a PyScript guestbook webapp | PyScript Tutorial #4

36:16

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

23:16

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

28:01

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

10:54

Create a GitHub Profile Readme w/ social links

48:55

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

23:35

Constants in python (3 Implementation Examples)

40:13

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

1:02:06

Build w/ Python 5: Writing Python Unit test (+ submitting our python package)

1:17:57

Practical shell commands for data scientists / analysts (command line tutorial)

28:37

How to create Rolling Sum grouped by weeks (ISOWeek) with just Python (no pandas)

41:04

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

26:07

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

28:13

What's new in Python 3.11 (7 new features in upcoming python 3.11)

7:01

Connect Metamask to Ganache (localhost) for web3 development

53:59

Smart Contract Programming 7: Deploy to Rinkeby Testnet (testnet + validation on etherscan)

17:56

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

43:03

Smart Contract Programming 6: Writing unit tests with Brownie (Python) Test / Pytest

57:42

Smart Contract Programming 5: Creating a Voting (Ballot) Smart Contract w/ Brownie & Solidity

1:05:23

TaskWarrior: Command line productivity scoreboard | Build w/Python 1

1:26:24

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

13:39

Taskwarrior: Terminal-based task management for getting things done (GTD) | Productivity tutorial

46:20

Smart Contract Programming 4: Unit Test & Coverage w/ Brownie (Pytest)

1:02:58

Ethereum Smart Contract Programming 3: Brownie Console tutorial

1:06:16

Ethereum Smart Contract Programming 2: Creating our cryptocurrency

30:33

Submit your first Pull Request! (Github Actions, Unit tests, Coverage)

33:56

Get Started: Ethereum Smart Contract Programming w/ Brownie + Ganache

2:04:44

Django (3.2) and Django REST Framework (3.12): API development for Absolute Beginners

0:14

Vim Macro for repetitive tasks

3:09:18

Building Tools for the HR Industry (full recording, HD)

1:06:53

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

36:52

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

1:21:12

Web Scraping with BeautifulSoup (+ a sprinkle of Regex)

2:56:13

Learning Django 3.2 from Scratch (August 2021)

1:08:03

Web Development using Bootstrap 5 (Part 2): Styling stock portfolio app with Bootstrap framework

1:29:15

Web Development using Bootstrap 5: Building an awesome stock portfolio app with Bootstrap framework

51:26

4-player chess (feat. Nayoko, Samuel Mulia, co-founders of Algoritma and Calvin, Supertype)

7:41

SQLite in VSCode (open db, run query, view results) demo

13:06

3kraters Tag Manager to e-commerce Google Analytics

19:02

More Python OOP concepts, methods, & calculating interest rates! | Python for Bankers 4

26:26

Understand OOP in Python, __init__, and super() | Python for Bankers 3

21:51

Introduction to SQL (banking / financial case studies)

15:43

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

43:33

Data Science Fun to Profit 4-hour Webinar Highlights HD 1080p

49:18

Computer Vision Essentials 1

10:03

Python Dicts are now insertion-ordered (Python 3.7)

18:32

Dataclasses in python 3.7

4:59

Visual Studio IntelliCode Demo

2:15

Python, Matplotlib and Tensorflow in RStudio IDE

6:00

RStudio IDE tutorial (absolute beginner series)

15:05

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

5:05

Web (Scraping) Automation using Selenium in Python and Safari Browser