Samuel Chan Courses

Data Visualization in Python - Building Blocks of Altair - Tutorial Series Part 2

Explore Altair's fundamental components for data visualization in Python, including data types, graphical marks, and visual encoding channels. Learn to create interactive and customizable charts.

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

Data Visualization in Python - Altair 4.2 Tutorial

Comprehensive tutorial on Altair for data visualization in Python, covering setup, basic plots, customization, interactivity, and advanced features. Ideal for beginners and intermediate users.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Dashboard Frontend with PyScript, Altair, and MDBootstrap - Part 2

Learn to build an interactive dashboard using PyScript, Altair, and MDBootstrap. Covers data manipulation, JavaScript element handling, Font Awesome integration, and custom CSS styling for fitness tracker data visualization.

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

Building Dashboards with PyScript and Altair - Part 1

Learn to build interactive dashboards using PyScript, Altair, and Pandas. Create visually appealing data visualizations from fitness tracker data with step-by-step guidance on data processing and chart customization.

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

Image to ASCII Art in Python - Converting Images to ASCII with OpenCV

Learn to transform images into ASCII art using Python and OpenCV. Create a versatile ASCII generator, explore OpenCV basics, and add customization options in this beginner-friendly tutorial.

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

Building an Interactive Map with Folium and PyScript - Tutorial 5

Learn to create interactive maps using PyScript and Folium. Build choropleth visualizations for Indonesia and US unemployment data, then deploy your project on GitHub Pages.

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

YouTube Comments to CSV Using Official API - Python Tutorial

Learn to extract YouTube comments using the official API, convert data to CSV format, and handle pagination for comprehensive data collection.

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

GPT-3 Tutorial: Building Projects for Email Writing and Ad Slogan Generation

Hands-on tutorial exploring GPT-3's capabilities through practical projects, including LaTeX translation, email composition, and ad slogan generation. Covers API setup, model parameters, and unexpected results.

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

YouTube Analytics and Data API with Python - May 2022 Update

Learn to use YouTube Analytics and Data APIs with Python, covering setup, authentication, data retrieval, and creating CLI tables. Gain practical skills for working with Google's latest API libraries.

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

Building a PyScript Guestbook Web App - Tutorial

Create an interactive guestbook web app with PyScript, featuring CRUD operations and deployment via GitHub Pages. Learn advanced PyScript techniques for building dynamic web applications.

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

Building an Interactive Dashboard with PyScript and Altair - Tutorial 3

Learn to create an interactive dashboard using PyScript and Altair, from setup to deployment. Covers importing dependencies, building visualizations, and deploying the final product on GitHub Pages.

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

Deploying a PyScript App with GitHub Pages - End-to-End Tutorial

Learn to deploy a PyScript app using GitHub Pages and Actions, with a hands-on tutorial featuring the NBLite project. Gain practical skills in web development and Python integration.

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

PyScript Tutorial - Building Interactive Plots and Apps in the Browser

Comprehensive tutorial on PyScript: learn to build interactive browser-based plots and apps using Python, covering setup, syntax, and practical implementation with Bokeh.

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

UseDApp Tutorial: React and Web3 Integration - Step-by-Step Guide

Detailed tutorial on integrating useDApp into React for web3 development, covering setup, migration from web3.js, wallet connectivity, and UI styling with practical examples.

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

Constants in Python: Implementation and Best Practices

Explore three practical implementations of constants in Python: frozen dataclasses, TypeError in __setattr__, and typing.final. Learn when and why to use constants for improved code reliability and maintainability.

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