Samuel Chan Courses

Taskwarrior Is the Task Management System You Need

Discover Taskwarrior's powerful features for enhanced productivity: terminal-based management, customization, filtering, syncing, reporting, date handling, contexts, and extensibility. Boost organization and efficiency with this free, open-source tool.

• YouTube
• 28 minutes
• On-Demand
• Free Video

PyTorch Datasets, DataLoaders and Transforms - GPU Series Part 3

Explore PyTorch's data handling tools: Datasets, DataLoaders, and Transforms. Learn to prepare, visualize, and optimize data for GPU-accelerated deep learning using Fashion-MNIST dataset.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Introduction to Tensors - PyTorch with GPU Series Part 2

Explore tensor initialization, GPU usage, operations, memory sharing, and profiling in PyTorch for efficient deep learning model development.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Hands on Introduction to Docker Compose V2 - Featuring Wordpress, MySQL, PHPMyAdmin

Learn to configure and manage multiple Docker containers using Docker Compose v2, focusing on a WordPress, MySQL, and PHPMyAdmin setup. Covers networks, bind mounts, port mapping, and volumes for seamless local development.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Hands on Introduction to Docker and Data Persistence With Docker Volumes

Comprehensive Docker tutorial covering image management, container operations, Dockerfile creation, and data persistence using volumes and bind mounts. Hands-on approach with practical examples.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

DuckDB - High-Performance SQL Queries on Pandas Dataframe - Python

Learn to perform high-performance SQL queries on pandas dataframes using DuckDB. Explore its features, interface with Python, and discover tools for efficient data analysis and manipulation.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Elasticsearch & Kibana on Docker - October 2022, Elasticsearch 8.4

Hands-on guide to setting up and using Elasticsearch and Kibana on Docker. Covers installation, configuration, data management, querying, visualization, and dashboard creation.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Writing Regex for Humans - Regex With Empathy, Featuring Python and BeautifulSoup

Learn to write user-friendly regex for web scraping, focusing on BeautifulSoup and Python. Discover techniques to make your regular expressions more readable and maintainable for team collaboration.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Data Visualization in Python - Altair Scales, Axes, and Legends - Lecture 4

Master Altair's scales, axes, and legends for effective data visualization in Python. Learn to customize charts, enhance readability, and extract insights using advanced techniques and color encoding.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Build a Knowledge Bot With PyScript's Fetch API and Wikimedia

Learn to create a knowledge bot using PyScript's Fetch API and Wikimedia, enabling quick access to Wikipedia summaries for any topic or keyword.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Data Visualization in Python - Altair Data Preparation Techniques

Explore data preparation techniques in Altair for effective visualization, including aggregation, binning, time unit transforms, and filtering to shape and analyze your data effectively.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video