Computer Science Courses and Certifications

University of Helsinki;  MinnaLearn

Elements of AI

863 reviews

The elements of AI is a free online course for everyone interested in learning what AI is, what is possible (and not possible) with AI, and how it affects our lives – with no complicated math or programming required.

• Independent
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course

• Best of All Time

AI and Big Data in Global Health Improvement

46 reviews

Explore AI and big data's potential in global healthcare, covering data sharing benefits, challenges, and applications to improve patient safety, medical development, and healthcare accessibility.

• FutureLearn
• 4 weeks, 1 hour a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Transport Systems: Global Issues and Future Innovations

78 reviews

Discover how the transport sector can develop infrastructures that meet the needs of a 21st century population.

• FutureLearn
• 2 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

28 reviews

Hands-on journey to build a modern computer system from logic gates to a functioning general-purpose computer, covering hardware, machine language, and assembly.

• Coursera
• 44 hours
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues

27 reviews

Master fundamental data structures and algorithms, including ArrayLists, LinkedLists, Stacks, and Queues. Develop skills in time complexity analysis, recursion, and implementation of abstract data types in Java.

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

Harvard Medical School;  Harvard

Best Practices for Biomedical Research Data Management (HE)

61 reviews

With the increasing focus on research data, this course has been developed to address present and future researchers’ data management learning needs.

• Canvas Network
• Finished
• Free Online Course

• Best of All Time

Deep Teaching Solutions

Accelerate Your Learning with ChatGPT

23 reviews

Explore AI-enhanced learning strategies, combining neuroscience insights with ChatGPT to boost cognitive abilities, improve study techniques, and foster critical thinking skills.

• Coursera
• 4 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Harvard CS50 – Full Computer Science University Course

698 reviews

Learn the basics of computer science from Harvard University. This is CS50, an introduction to the intellectual enterprises of computer science and the art of programming.

• freeCodeCamp
• 24 hours
• On-Demand
• Free Video

Machine Learning

376 reviews

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 11 weeks, 61 hours a week
• Finished
• Free Online Course (Audit)

Computer Simulations

49 reviews

Explore complex social phenomena through computer simulations. Learn to create and analyze agent-based models, combining hypothetical scenarios with real-world data to study and improve societal systems.

• Coursera
• 12 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Cybersecurity Fundamentals

24 reviews

Learn cybersecurity fundamentals, including how to detect threats, protect systems and networks, and anticipate potential cyber attacks.

• edX
• 8 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Information Systems Auditing, Controls and Assurance

714 reviews

In the course you will explore risks of information systems, and how to mitigate the risks by proper IS Controls. You will also get familiar with the IS Audit procedures and how they are applied during the IS development throughout the Systems Developmen…

• Coursera
• 8 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Machine Learning for Musicians and Artists

94 reviews

Explore machine learning techniques for creating interactive art, music, and installations. Learn to analyze gestures, audio, and sensor data using classification, regression, and segmentation algorithms.

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

• Best of All Time

Computational Social Science Methods

133 reviews

Explore computational social science's impact on society, covering data science, machine learning, social networks, and simulations. Gain insights into digital footprints and emerging social patterns.

• Coursera
• 11 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

24 reviews

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

• Coursera
• 15 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time