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.
Este curso forma parte de Programa especializado: Ethics in the Age of AI
6300 ya inscrito
ofrecido por
Acerca de este Curso
17.177 vistas recientes
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 1 de 4 en
Nivel principiante
Aprox. 8 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
Habilidades que obtendrás
- Understanding of algorithms
- Familiarity with predictive models
- Overview of ethics considersations
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 1 de 4 en
Nivel principiante
Aprox. 8 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
ofrecido por
LearnQuest
LearnQuest is the preferred training partner to the world’s leading companies, organizations, and government agencies. Our team boasts 20+ years of experience designing, developing and delivering a full suite industry-leading technology education classes and training solutions across the globe. Our trainers, equipped with expert industry experience and an unparalleled commitment to quality, facilitate classes that are offered in various delivery formats so our clients can obtain the training they need when and where they need it.
Programa - Qué aprenderás en este curso
2 horas para completar
Getting Started: Algorithms
Welcome to the course! We're going to get started with an overview of the course structure as well as an introductory look at the world of algorithms
2 horas para completar
5 videos (Total 29 minutos), 2 lecturas, 3 cuestionarios
2 horas para completar
AI and Model Outcomes
This week, we are going to dive into predictive modeling the core differences in theory and practice
2 horas para completar
3 videos (Total 19 minutos), 2 lecturas, 3 cuestionarios
2 horas para completar
Rules for AI: training and constraints
This week we are going to focus on machine learning accuracy and training guidelines in the quest for more accurate and ethical models
2 horas para completar
3 videos (Total 17 minutos), 2 lecturas, 3 cuestionarios
2 horas para completar
Ethical AI: Cause and Effect
In our final week, we're going to ask some big questions about where all this predictive intelligence leads. We will discuss the trajectory of artificial intelligence and the broader implications for society as well
2 horas para completar
4 videos (Total 26 minutos), 2 lecturas, 3 cuestionarios
Reseñas
- 5 stars79,83 %
- 4 stars14,51 %
- 3 stars3,22 %
- 2 stars0,80 %
- 1 star1,61 %
Principales reseñas sobre ARTIFICIAL INTELLIGENCE ALGORITHMS MODELS AND LIMITATIONS
por CM2 de oct. de 2021
Just like business leaders should learn about business ethics, so should machine learning specialists learn about the ethical dimensions of their output.
por SA1 de oct. de 2020
As a first course to AI, really its interactive and explained fully for AI and ethics
por N12 de oct. de 2020
An excellent course to know about the basics of AI ethics
por NH20 de ago. de 2021
there must be some practical approaches where different algorithms , methodologies are used and working , advantages and disadvantages
Acerca de Programa especializado: Ethics in the Age of AI
As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations. In this specialization, we will explore the rise of algorithms, fundamental issues of fairness and bias in machine learning, and basic concepts involved in security and privacy of machine learning projects. We'll finish with a study of 3 projects that will allow you to put your new skills into action.
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