Computer Science Courses and Certifications

Mathematics for Machine Learning: Multivariate Calculus

9 ratings

Explore multivariate calculus essentials for machine learning, covering gradients, chain rule, Taylor series, and optimization techniques, with practical applications in neural networks and regression.

• Coursera
• 17 hours 45 minutes
• Self-Paced
• Paid Course

Career Certificate

AI-Enabled DevOps Engineer Masters Program

19870 ratings at Simplilearn

Master DevOps principles, CI/CD pipelines, containerization, cloud platforms, and automation tools to become a certified DevOps engineer in 6 months.

• Simplilearn
• 6 months
• 30th May, 2026
• Paid Course

Decoding AP Computer Science A

3227 ratings at Udemy

Ace AP Computer Science A and get an Introduction to Java

• Udemy
• 10 hours 41 minutes
• Self-Paced
• Free Online Course

Career Certificate

Machine Learning using Python

15203 ratings at Simplilearn

Master machine learning algorithms and data analysis techniques using Python through hands-on model building and step-by-step implementation tutorials.

• Simplilearn
• 4 weeks
• Self-Paced
• Paid Course

Stanford Seminar - Lenia- Biology of Artificial Life, Bert Wang-Chak Chan

Explore artificial life through Lenia, a continuous cellular automaton. Delve into its evolution, physics, taxonomy, and comparisons with Earth life in this thought-provoking seminar.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - New Golden Age for Computer Architecture - John Hennessy

Explore the evolution of computer architecture, from early IBM systems to modern domain-specific designs, highlighting key innovations and challenges in processor development.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Mostly Missless Memory in the Mill CPU

This is one of the series of talks about the mill architecture. The particular topic discussed here is Cache Access. Ivan Godard attemps to oversimplify and provide an intuitive understanding for people who are not specialists in the field.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Online Course

CSS Fundamentals: Comprehensive Training for Web Developers

241 ratings at Udemy

Elevate your CSS skills with advanced CSS techniques for dynamic, modern web development

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

AP Computer Science A: Java Programming

Learn Java programming fundamentals, including variables, selection, and object-oriented design. Develop problem-solving skills and explore computer science concepts relevant to the AP Computer Science A exam.

• edX
• 6 weeks, 7-14 hours/week
• Self-Paced
• Free Certificate

Amazon;  Amazon Web Services;  Facebook Career Certificate

Deep Learning

14 ratings

Master foundational deep learning topics, from neural networks to GANs. Build projects in PyTorch and explore cutting-edge AI applications in image processing, natural language, and generative models.

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

Explore techniques for creating consistent user experiences across different browsers, addressing compatibility issues and ensuring your CSS works seamlessly everywhere.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

IT in everyday life

16 ratings

We now live in a global village where distance is no longer a barrier to commercial or social contact. This free course, IT in everyday life, will enable you to gain an understanding of the ...

• OpenLearn
• 4 hours
• Self-Paced
• Free Certificate

CS50x 2023 - Introduction to Computer Science and Programming with Scratch - Lecture 0

2 ratings

Discover computer science fundamentals through binary, algorithms, and visual programming with Scratch in Harvard's renowned introductory lecture.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

Text Retrieval and Search Engines

13 ratings

Learn natural language processing, vector space models, and search engine technologies to effectively retrieve and analyze text data from various sources.

• Coursera
• 1 day 6 hours 49 minutes
• Self-Paced
• Paid Course

IIT Kharagpur;  NPTEL

Compiler Design

1 rating

Compilers have become part and parcel of today’s computer systems. They are responsible for making the user’s computing requirements, specified as a piece of program, understandable to the underlying machine.

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