Computer Science Courses and Certifications

Applied Cryptography

5 reviews

Cryptography is present in everyday life, from paying with a credit card to using the telephone. Learn all about making and breaking puzzles in computing.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Brown University;  Georgia Tech

Reinforcement Learning

8 reviews

Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Stanford Seminar - Practical Blockchain Applications - Steven Pu

3 reviews

Explore practical blockchain applications in various industries, focusing on real-world problem-solving and innovative use cases beyond cryptocurrency.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

Using Electronic Health Records for Better Care

3 reviews

Explore methods to transform patient data into actionable insights, enhancing drug safety monitoring, identifying interactions, and generating evidence-based practices for improved healthcare outcomes.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Security and the Software Defined Network

3 reviews

Explore security challenges and solutions in software-defined networks, covering threat analysis, policy management, and innovative security applications for modern network architectures.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Fundamentals of TinyML

57 ratings at edX

Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.

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

Applications of TinyML

17 ratings at edX

Get the opportunity to see TinyML in practice. You will see examples of TinyML applications, and learn first-hand how to train these models for tiny applications such as keyword spotting, visual wake words, and gesture recognition.

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

Deploying TinyML

15 ratings at edX

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

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

MLOps for Scaling TinyML

8 ratings at edX

This course introduces learners to Machine Learning Operations (MLOps) through the lens of TinyML (Tiny Machine Learning). Learners explore best practices to deploy, monitor, and maintain (tiny) Machine Learning models in production at scale.

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

Machine Learning and AI with Python

9 ratings at edX

Learn how to use decision trees, the foundational algorithm for your understanding of machine learning and artificial intelligence.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

CS50's AP® Computer Science Principles

Explore algorithmic thinking and problem-solving in computer science. Learn programming languages, data structures, and software engineering while developing practical skills for web, mobile, or game development.

• edX
• On-Demand
• $518.00
• 2 courses

Microcredential

Tiny Machine Learning (TinyML)

Explore TinyML: machine learning for tiny devices. Learn fundamentals, applications, and deployment using TensorFlow. Hands-on projects with Arduino board for real-world implementations in image, audio, and gesture recognition.

• edX
• 16 weeks, 2-4 hours a week
• On-Demand
• $897.00
• 3 courses

Microcredential

Applied Tiny Machine Learning (TinyML) for Scale

Enhance your TinyML skills, from applications to deployment and scaling. Learn to build, program, and operationalize machine learning models for tiny devices and embedded systems.

• edX
• 18 weeks, 2-4 hours a week
• On-Demand
• $897.00
• 3 courses

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Race, Technology, and Algorithmic Bias - Vision and Justice

Explore the intersection of race, technology, and algorithmic bias with experts discussing AI's limitations in recognizing dark-skinned faces and the role of arts in addressing these issues.

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