Computer Science Courses and Certifications

Introduction to Computer Science - Lecture 1

Embark on a foundational journey through key concepts and principles, setting the stage for deeper learning and understanding in this introductory session.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Paul G. Allen School

CSEP 590A - Lecture 11: Advanced Topics in Computer Science

Explore advanced topics in computer science, focusing on cutting-edge research and emerging technologies in the field of artificial intelligence and machine learning.

• YouTube
• 2 hours 55 minutes
• On-Demand
• Free Video

UCLA Computer Science

CS201 - Introduction to Computer Science - November 16, 2023

Explore advanced computer science concepts with renowned expert Zvi Galil in this UCLA lecture, delving into cutting-edge topics and research in the field.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Confreaks

Computer Science Topics for Rails Developers - Relevance and Applications

Explore the relevance of Computer Science topics to professional Rails development, examining their practical applications and limitations.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Microcredential

Fundamentals of Computing

4088 ratings at Coursera

Master Python programming through 20+ fun projects, covering first-year Computer Science fundamentals. Develop sophisticated coding skills and demonstrate your knowledge in a comprehensive Capstone exam.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 7 courses

Serious Science

Computer Science

1 review

Explore key computer science topics with expert lectures on neural networks, cloud computing, cybersecurity, deep learning, and internet structure from renowned researchers.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Basics of CSS

3 reviews

Master CSS fundamentals and modern layout techniques to transform HTML into visually appealing webpages through hands-on practice with selectors, box model, positioning, Flexbox, and Grid.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Introduction to Computational Thinking and Data Science

5 reviews

The course aims to provide students with an understanding of the role computation can play in solving problems and to help students, regardless of their major, feel justifiably confident of their ability to write small programs that allow them to accompl…

• MIT OpenCourseWare
• 12 hours
• On-Demand
• Free Video

Microcredential

Front End Web Developer

28 reviews

Master HTML, CSS, and JavaScript to build responsive websites and dynamic web applications with hands-on projects. Develop a portfolio showcasing your front-end development skills and expertise.

• Udacity
• 39 hours
• On-Demand
• Paid Course

Introduction to Deep Learning

23 reviews

Deep Learning is subset of machine learning focused on extracting patterns from data using neural networks and use those patterns to inform the learning tasks.

• YouTube
• 2 days 7 hours 16 minutes
• On-Demand
• Free Video

CS101: Abstract Data Types and Program Design

Harness the power of abstraction to reduce dependencies and write robust software in teams; practice your skills with projects in Artificial Intelligence, card games and more!

• OpenLearning
• 10 hours
• On-Demand
• Paid Course

CS101: Problem Solving with Automation and Storage

Delve into algorithms and data-driven devision-making, step through code and learn the building blocks of complex programs with iteration, storage and recursion to automate tasks.

• OpenLearning
• 10 hours
• On-Demand
• Paid Course

Introduction to Java Programming: Fundamental Data Structures and Algorithms

49 reviews

Learn to enhance your code by using fundamental data structures and powerful algorithms in Java.

• edX
• 5 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

23 reviews

Explore advanced reinforcement learning techniques for large state spaces, including function approximation, feature construction, and policy gradient methods. Apply these concepts to solve continuous-state control tasks.

• Coursera
• 21 hours 51 minutes
• On-Demand
• Paid Course

Creative Applications of Deep Learning with TensorFlow

45 reviews

Explore deep learning with TensorFlow, from basic components to advanced algorithms. Learn to build neural networks for object recognition, content generation, and creative applications in AI.

• Kadenze
• 60 hours
• On-Demand
• Free Online Course