Online Course – Certified Professional Internship in Ethics in the Age of Artificial Intelligence by Google, LearnQuest

What is the ethical impact of AI in decision-making? Discover how to impose ethical behavior on machine models.

Suggested by: Coursera (What is Coursera?)

Professional Certificate

Beginners

No prior knowledge required

Time to complete the course

7-day free trial

No unnecessary risks

Skills you will acquire in the course

  • Understanding limitations of machine learning models
  • Understanding the rise of algorithms
  • Identifying fairness and bias issues in machine learning
  • Understanding basic concepts related to security and privacy in machine learning projects
  • Ability for critical thinking and analysis
  • Experience working on projects in the field of artificial intelligence ethics

What you will learn in the course

Courses for which the course is suitable

  • Data Analyst
  • Machine Learning Engineer
  • Expert in Artificial Intelligence Ethics
  • Algorithm developer
  • Information Security Consultant
  • Artificial Intelligence Project Manager
  • Deep Learning Researcher
  • Expert in fairness and bias in machine learning
  • Machine Learning Solutions Developer
  • Information Systems Analyst

Internship – 4-part course series

As machine learning models start to make important decisions based on big data sets, we need to understand their limitations. In this specialization, we will explore:

  • The rise of algorithms
  • Fairness and bias issues in machine learning
  • Basic concepts related to security and privacy in machine learning projects

We will finish by studying 3 projects that will allow you to apply the new skills you have acquired.

Applied Learning Project

Researching ethics in the field of artificial intelligence is a growing field. To prove our skills, we must demonstrate the ability to think critically and analyze. We will work on 3 projects that will test your ability to analyze the ethics of artificial intelligence in a variety of topics and situations.

Details of the courses that make up the specialization

Models and limitations of algorithms in artificial intelligence

Course 1
7 hours
4.7 (341 ratings)

What you’ll learn

In this course, we will explore the rise of algorithms, from the most basic to fully-autonomous, and discuss how to make them more methodologically ethical.

Skills you will acquire

  • Understanding algorithms
  • Introduction to predictive models
  • Overview of ethical considerations

Fairness and bias in artificial intelligence data

Course 2
6 hours
4.8 (97 ratings)

What you’ll learn

We will explore the fundamental problems of fairness and bias in machine learning.

Skills you will acquire

  • Fairness in machine learning
  • ethics
  • Data bias

Privacy and convenience in artificial intelligence

Course 3
5 hours
4.7 (66 ratings)

What you’ll learn

We will explore the basic concepts involved in information security and privacy of machine learning projects.

Skills you will acquire

  • Ethics of Artificial Intelligence
  • Machine learning
  • privacy
  • securing

Ethics in Artificial Intelligence in Action

Course 4
5 hours
4.6 (191 ratings)

What you’ll learn

We will focus on 3 projects that will demonstrate your ability to analyze the ethics of artificial intelligence in a variety of topics and situations.

Skills you will acquire

  • Ethics of Artificial Intelligence
  • Artificial Intelligence (AI)
  • Analysis
  • bias