Computer Science Courses and Certifications

IIT Kanpur;  NPTEL

Digital Switching - I

The course will introduce the learners to basics of digital telephony

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

NITTTR

Applied Signal Processing for Healthcare Technologies

Explore biomedical signal processing for healthcare, covering ECG, EEG, EMG signals, instrumentation, noise removal, filtering, and MATLAB demos tailored for Polytechnic learners.

• Swayam
• Self-Paced
• Free Online Course

Futhark

Master Futhark through 83 hands-on exercises, from basics like "Hello World" to advanced challenges like Zebra Puzzle, with expert mentoring to accelerate your fluency.

• Exercism
• Self-Paced
• Free Online Course

Nakhon Si Thammarat Rajabhat University

มาตรฐานการผลิตสื่อดิจิทัล | Digital Media Production Standards

เรียนรู้มาตรฐานการผลิตสื่อดิจิทัล ครอบคลุมการจัดการไฟล์ เอกสาร เว็บ สื่อนำเสนอ เสียง ภาพ และวิดีโอ พร้อมแนวทางป้องกันการละเมิดลิขสิทธิ์

• ThaiMOOC
• Self-Paced
• Free Certificate

Scripting for Data Science

Master Unix shell and Python scripting for data workflows—automate tasks, manage files, build reusable tools, and apply real-world data engineering skills to boost efficiency and reproducibility.

• Udacity
• 12 hours
• Self-Paced
• Paid Course

Construction Technology

Master fundamental construction techniques, from earthwork and foundations to masonry and concrete work, while developing problem-solving skills for effective project management and method statements.

• XuetangX
• Self-Paced
• Free Online Course

Memory Management

Master memory management fundamentals, dynamic allocation, smart pointers, and advanced techniques through hands-on C++ programming and real-world project application.

• Udacity
• 10 hours
• Self-Paced
• Paid Course

Concurrency

Master concurrent programming with threads, synchronization, and shared data management, culminating in a practical traffic simulation project using modern C++ techniques.

• Udacity
• 6 hours
• Self-Paced
• Paid Course

Advanced Model Compression Techniques

Master advanced model compression techniques to reduce ML model size while maintaining performance through quantization, pruning, and collaborative pipelines for mobile deployment.

• Udacity
• 11 hours
• Self-Paced
• Paid Course

NITTTR

Machine Learning Techniques for Social Media Data Analytics

Discover machine learning applications for analyzing social media data, covering sentiment analysis, fake news detection, trend prediction, and influencer identification using Python and NLP.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

Factor

Master Factor programming by solving 160 exercises, from basics like stack effects and booleans to advanced topics like macros, threads, and streams, with expert mentoring.

• Exercism
• Self-Paced
• Free Online Course

Combination Gates and Multiplexers

Master digital signal processing to build advanced embedded system circuits using clocking, combined logic gates, and multiplexers for custom solutions.

• Udacity
• 8 hours
• Self-Paced
• Paid Course

Master software design principles (SOLID, DRY, KISS, YAGNI) and Gang of Four patterns, applying them in full-stack Node.js apps with AI collaboration to build maintainable, well-architected codebases.

• Codecademy
• 4 hours
• Self-Paced
• Free Trial Available

Raster Design

Master pixel-based design fundamentals using Photopea, covering color spaces, file formats, layers, and essential photo-editing techniques for digital arts.

• Udacity
• 8 hours
• Self-Paced
• Paid Course

Fundamentals of Computing

Explore the fundamentals of computer systems, covering hardware, software, algorithms, programming languages, operating systems, memory, networks, and internet applications.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course