Computer Science Courses and Certifications

计算机组成 Computer Organization

483 ratings at Coursera

本课程重点讲述计算机的内部结构和工作原理，着眼于软件和硬件的衔接互动，注重基本概念和真实系统的对应。

• Coursera
• 21 hours 39 minutes
• Self-Paced
• Paid Course

Career Certificate

Front-End Web Development Certificate

781 ratings at Noble Desktop

Master front-end web development essentials from HTML and CSS to JavaScript, WordPress, and responsive design through hands-on projects and real-world applications.

• Noble Desktop
• 108 hours
• Available until Jul 31, 2026
• $3,495.00

Khan Academy

Introduction to Computer Science - Python

Master Python fundamentals through hands-on programming with variables, conditionals, loops, and functions while solving real-world problems in this comprehensive introduction.

• YouTube
• 4 hours 40 minutes
• Self-Paced
• Free Video

Software - Mathematica, MATLAB, Aspen Plus

Learn to use Mathematica, MATLAB, and Aspen Plus for engineering computing through comprehensive screencasts covering interactive simulations, data analysis, programming, and chemical process modeling.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Career Certificate

Full-Stack Engineering with JavaScript

1175 ratings at CodeSignal

Master full-stack JavaScript development from fundamentals through advanced concepts, including React.js, Node.js, Express.js, MongoDB, and web security principles for building robust web applications.

• CodeSignal
• 24 hours
• Self-Paced
• Free Certificate
• 6 courses

Career Certificate

Comprehensive Introduction to Front-End Engineering

1067 ratings at CodeSignal

Master essential front-end development skills from HTML and CSS to JavaScript, DOM manipulation, and API integration for building responsive, interactive websites and applications.

• CodeSignal
• 12 hours
• Self-Paced
• Free Certificate
• 6 courses

Cris Moore on Algorithmic Justice and The Physics of Inference

Exploring algorithmic justice and inference physics, this talk delves into the limits of AI decision-making, emphasizing transparency, model suitability, and the importance of understanding technology's boundaries in complex problem-solving.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Paul G. Allen School

More Communication Lower Bounds for Information-Theoretic MPC

Explores communication complexity lower bounds in information-theoretic secure multiparty computation, covering perfect passive and malicious security settings with various party thresholds and reactive functionalities.

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

Paul G. Allen School

ADSI Summer Workshop- Algorithmic Foundations of Learning and Control, Pablo Parrilo

Explore advanced Gaussian kernel factorization techniques and their applications in machine learning and control systems, with insights from approximation theory.

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

Paul G. Allen School

Wireless Network System Capstone

Explore student projects showcasing innovative wireless network systems, from enhanced e-readers to collaborative tools and vision-based applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Luis von Ahn: Pioneering Crowdsourcing and Language Learning with Duolingo

Pioneering crowdsourcing: From reCAPTCHA to Duolingo. Insights on harnessing collective intelligence for free language learning, tech entrepreneurship, and the impact of accessible education.

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

Association for Computing Machinery (ACM)

SIGCOMM 2020 - Caching with Delayed Hits

Explore caching strategies with delayed hits, examining their impact on aggregate delay and performance through experimental results and in-depth analysis.

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

Association for Computing Machinery (ACM)

Caching with Time Windows

Explore efficient caching strategies using time windows, including weighted caching algorithms and technical challenges in optimizing cache performance.

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

A Year of Servo Reboot - Where Are We Now?

Explore Servo's journey as an experimental rendering engine, its recent developments, collaboration with Tauri, and future plans for becoming an alternative in the embedded devices industry.

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

Web Conferences Amsterdam

Layout and Reading Order in CSS - CSS Day 2024

Explore CSS layout techniques and their impact on reading order with Rachel Andrew, focusing on creating accessible and logically structured web content.

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