Computer Science Courses and Certifications

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

815 ratings at Coursera

Explore advanced graph algorithms, NP-completeness, and strategies for tackling computationally intractable problems. Learn Bellman-Ford, Floyd-Warshall, and heuristic approaches for complex algorithmic challenges.

• Coursera
• 13 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Fundamentals of Machine Learning for Healthcare

493 ratings at Coursera

Explore machine learning's potential in healthcare, covering fundamental concepts, use cases, evaluation metrics, and best practices for developing and implementing ML applications in medical settings.

• Coursera
• 14 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Clinical Data

382 ratings at Coursera

Learn to ethically mine clinical data, construct analysis-ready datasets, and apply computational procedures to answer healthcare questions while addressing fairness and bias in medical decision-making.

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

Probabilistic Graphical Models 3: Learning

299 ratings at Coursera

Learn to build probabilistic graphical models from data, covering parameter estimation, structure learning, and handling incomplete data. Explore advanced techniques for both directed and undirected models.

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

Evaluations of AI Applications in Healthcare

250 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

220 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

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

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

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)