Knowledge-Based AI: Cognitive Systems

Engineering and Technology

Short Description

The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of human-level intelligence and gain insights into human cognition.

Long Description

In the course Knowledge-Based AI: Cognitive Systems on Udacity, students will be introduced to the field of Knowledge-Based AI and its connection to cognitive systems. The course covers various fundamentals such as semantic networks, generate and test, means-ends analysis, problem reduction, and production systems. Students will also learn about common sense reasoning, frames, understanding, scripts, planning, logic, and learning. The course explores topics like learning by recording cases, incremental concept learning, classification, version spaces and discrimination trees, analogical reasoning, case-based reasoning, and explanation-based learning. Additionally, students will delve into visuospatial reasoning, constraint propagation, design and creativity, configuration, diagnosis, and metacognition. The course also touches upon AI ethics.

Related Courses

Knowledge-Based AI: Cognitive Systems

by Udacity

The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of hum...

AI Fundamentals

by Udacity

AI Fundamentals is an entry point into the world of AI using Microsoft's cloud-based solutions, such...

AI Engineer using Microsoft Azure

by Udacity

Master the skills necessary to implement machine learning models, build end-to-end AI solutions, and...

Intro to Inferential Statistics

by Udacity

Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predict...

Advanced Computer Vision and Deep Learning

by Udacity

Apply deep learning architectures to computer vision tasks.

Authentication & Authorization: OAuth

by Udacity

Learn to implement the OAuth 2.0 framework to allow users to securely and easily login to your web a...

Cloud Developer

by Udacity

Cloud development is the foundation for the new world of software development. Enroll now to build a...

Machine Learning

by Udacity

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techni...

Software Analysis & Testing

by Udacity

This course covers the theory and practice of software analysis, which is at the heart of software d...

Cloud Fundamentals

by Udacity

Find out how the cloud has enabled innovation within organizations by learning the basics.

Course Details

Duration: 7 weeks
Difficulty: Advanced
Format: Short Course
Price: Free
Course Link

Udacity

Udacity is an online learning platform that offers a wide range of courses and programs in various fields such as technology, business, data science, and artificial intelligence. It was founded in 2012 by Sebastian Thrun, David Stavens, and Mike Sokolsky with the aim of providing accessible and affordable education to individuals worldwide. Udacity's courses are designed in collaboration with industry experts and leading companies, ensuring that the content is relevant and up-to-date. The platform offers both self-paced courses and guided programs, allowing learners to choose the learning style that suits them best. Udacity also provides career services and support, including resume reviews, interview preparation, and job placement assistance, to help learners transition into their desired careers.

Learn more