Computer Science Courses and Certifications

Pyramids in Image Processing - Lecture 5

Explore image pyramids, including Gaussian and Laplacian types, their applications in image processing, and techniques like reduction, expansion, and compression.

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

Hough Transform for Image Feature Extraction - Lecture 17

Explore image feature extraction, line fitting techniques, and the Hough Transform for shape detection in computer vision, including practical applications and challenges.

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

CMU Database Group

B+Tree Indexes - Lecture 8

Explore B+Tree indexes in database systems, covering structure, operations, and optimizations for efficient data retrieval and management.

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

CMU Database Group

Hash Tables in Database Systems - Lecture 7

Explore hash table implementations, collision resolution strategies, and dynamic resizing techniques for efficient data storage and retrieval in database systems.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

CMU Database Group

Database Memory and Disk I/O Management - Lecture 6

Explore database memory and disk I/O management techniques, including buffer pools, page tables, and optimization strategies for efficient data access and performance.

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

CMU Database Group

Database Storage Models and Data Layout - Lecture 3

Explore advanced database storage models, data layouts, and optimization techniques for efficient data management and retrieval in modern systems.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

ExplainingComputers

Lichee Pi 3A: RISC-V SBC Review with M.2 PCIe Slots and Bianbu OS Demo

Explore the Lichee Pi 3A RISC-V single-board computer, featuring dual M.2 PCIe slots. Dive into its specifications, boot process, Bianbu OS demo, and compatibility with NVMe and SATA drives.

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

Conf42

Scala-Powered Strategies for Building Fault-Tolerant Systems

Explore Scala-based strategies for building resilient systems, covering bulkhead, caching, config management, fallback mechanisms, retries, and circuit breakers.

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

World Science Festival

Straight Talk on Quantum Computing, AI, and Mathematics

Dive into quantum computing, AI, and mathematics with Scott Aaronson and Brian Greene. Gain insights into current capabilities, future potential, and philosophical implications of these cutting-edge fields.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

Conf42

Mastering the Maze: Navigating Complexity in Distributed Systems

Explore distributed systems complexities, challenges, and strategies. Learn about architecture, consistency, availability, and SRE principles for navigating complex systems effectively.

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

The Social Guide

How to Change Shopify Background to an Image - 2024 Tutorial

Learn to easily customize your Shopify store's background with images in minutes, enhancing your site's visual appeal and brand identity.

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

ExplainingComputers

Orange Pi RV2: Low-Cost RISC-V SBC Review

Explore the Orange Pi RV2, a low-cost RISC-V single-board computer, with detailed specifications, Ubuntu 24.04 demonstrations, and performance tests including NVMe SSD boot capabilities.

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

Wrath of Math

Heron's Method: The Square Root Algorithm They Didn't Teach You in School

Discover Heron's method, an efficient algorithm for computing square roots, including its mathematical proof, historical context, and practical applications in this engaging mathematical exploration.

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

Kevin Powell

Content-First Breakpoints for Responsive Web Design

Discover a content-first approach to setting breakpoints for responsive design, avoiding generic or device-specific sizes, and exploring how container queries open new possibilities for more effective layouts.

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

Learn With Jason

Build the Most Devious Web Video Player in 4 Hours - Web Dev Challenge S2.E3

Dive into a web development challenge where six developers create intentionally devious video player UIs using Mux, showcasing creative ways to make simple interfaces painfully complex yet still functional.

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