Artificial Intelligence Algorithms Models and Limitations

Start Date: 10/11/2020

Course Type: Common Course

Course Link:

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About Course

We live in an age increasingly dominated by algorithms. As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations in the real world. Whether it's making loan decisions or re-routing traffic, machine learning models need to accurately reflect our shared values. In this course, we will explore the rise of algorithms, from the most basic to the fully-autonomous, and discuss how to make them more ethically sound.

Course Syllabus

Getting Started: Algorithms
AI and Model Outcomes
Rules for AI: training and constraints
Ethical AI: Cause and Effect

Deep Learning Specialization on Coursera

Course Introduction

We live in an age increasingly dominated by algorithms. As machine learning models begin making important decisions base

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