Computer Science Courses and Certifications

Career Certificate

Full-Stack Web Development Certificate

833 ratings at Noble Desktop

Master full-stack web development from HTML to React, building real-world projects while learning essential tools, frameworks, and best practices for both front-end and back-end development.

• Noble Desktop
• 420 hours
• 29th Jun, 2026
• $7,995.00

Machine Learning: Clustering & Retrieval

5 ratings

Explore similarity-based algorithms for document retrieval, clustering techniques, and topic modeling. Learn to implement k-nearest neighbors, k-means, EM, and LDA for analyzing large text datasets.

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

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

Professional Certificate Program in Generative AI Machine Learning and Intelligent Automation

800 ratings at Simplilearn

Master GenAI, ML, and intelligent automation through a comprehensive 11-month program in partnership with IIT Delhi's IHFC and Microsoft, covering deep learning, NLP, MLOps, and Azure AI.

• Simplilearn
• 11 months
• Self-Paced
• Paid Course

Internet of Things: How did we get here?

6 ratings

Explore the evolution of telecommunications, from early telephony to modern smartphones and IoT. Understand key innovations, network types, and technological convergence shaping our interconnected world.

• Coursera
• 20 hours 38 minutes
• Self-Paced
• Paid Course

Career Certificate

Front-End Web Development Certificate

779 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
• 29th Jun, 2026
• $3,495.00

Career Certificate

Mathematics for Machine Learning

15058 ratings at Coursera

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Client Needs and Software Requirements

6 ratings

This course covers practical techniques to elicit and express software requirements from client interactions.

• Coursera
• 12 hours 5 minutes
• Self-Paced
• Paid Course

DeepLearning.AI;  Stanford

Supervised Machine Learning: Regression and Classification

32384 ratings at Coursera

Develop machine learning skills using Python, covering regression and classification techniques with hands-on practice in NumPy and scikit-learn for real-world AI applications.

• Coursera
• 1 day 9 hours 19 minutes
• Self-Paced
• Paid Course

Career Certificate

DeepLearning.AI TensorFlow Developer

25392 ratings at Coursera

Gain hands-on skills in applied machine learning with TensorFlow, building and training powerful models for AI-powered applications. Prepare for the Google TensorFlow Certificate exam.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Cryptography

7 ratings

Explore the foundations of modern cryptography, focusing on practical applications and covering topics from classical methods to digital signatures and public-key encryption.

• Coursera
• 17 hours 54 minutes
• Self-Paced
• Paid Course

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

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

19736 ratings at Coursera

Aprenda a implementar princípios de IA e aprendizado de máquina usando TensorFlow, construindo modelos escaláveis para resolver problemas do mundo real em visão computacional.

• Coursera
• 22 hours 3 minutes
• Self-Paced
• Paid Course

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

1139 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