Evaluations of AI Applications in Healthcare

248 ratings at Coursera

This course explores the principles of AI deployment in healthcare and the framework used to evaluate downstream effects of AI healthcare solutions.

• Coursera
• 11 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

AI in Healthcare Capstone

218 ratings at Coursera

Explore AI applications in healthcare through a patient's journey, analyzing data, building risk-stratification models, and addressing ethical and regulatory issues in medical data mining.

• Coursera
• 10 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Software Development Process

5 reviews

Software Development Processes explores requirements engineering, architecture and design, testing, and software quality in general.

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

Convolutional Neural Networks for Visual Recognition

5 reviews

This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.

• YouTube
• 20 hours
• On-Demand
• Free Video

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)

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)

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)

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