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.
Offert par
Spécialisation Ethics in the Age of AILearnQuestÀ propos de ce cours
7,740 consultations récentes
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Cours 1 sur 4 dans le
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant
Approx. 8 heures pour terminer
Anglais
Sous-titres : Arabe, Français, Portugais (européen), Italien, Vietnamien, Allemand, Russe, Anglais, Espagnol
Compétences que vous acquerrez
Understanding of algorithmsFamiliarity with predictive modelsOverview of ethics considersations
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Cours 1 sur 4 dans le
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant
Approx. 8 heures pour terminer
Anglais
Sous-titres : Arabe, Français, Portugais (européen), Italien, Vietnamien, Allemand, Russe, Anglais, Espagnol
Offert par
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.
Programme du cours : ce que vous apprendrez dans ce cours
2 heures pour terminer
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 heures pour terminer
5 vidéos (Total 29 min), 2 lectures, 3 quiz
2 heures pour terminer
AI and Model Outcomes
This week, we are going to dive into predictive modeling the core differences in theory and practice
2 heures pour terminer
3 vidéos (Total 19 min), 2 lectures, 3 quiz
2 heures pour terminer
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 heures pour terminer
3 vidéos (Total 17 min), 2 lectures, 3 quiz
2 heures pour terminer
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 heures pour terminer
4 vidéos (Total 26 min), 2 lectures, 3 quiz
Avis
Meilleurs avis pour ARTIFICIAL INTELLIGENCE ALGORITHMS MODELS AND LIMITATIONS
par SM26 janv. 2021
I learned more about AI and machine learning more than i have ever been exposed to my entire life, the lessons were thorough .
par JM31 oct. 2020
Very broad concepts but still engaging and thought provoking. This course focuses more on AI ethics rather than algorithms.
par GL16 oct. 2020
the course was great which me a proper understanding about how AI think and what are the consequences of AI
par JA28 janv. 2021
Its an excellent course, even for a beginner its very helpful and very much informative!
À propos du Spécialisation 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.
Foire Aux Questions
Quand aurai-je accès aux vidéos de cours et aux devoirs ?
À quoi ai-je droit si je m'abonne à cette Spécialisation ?
Is financial aid available?
Puis-je obtenir des crédits universitaires si je réussis le Cours ?
D'autres questions ? Visitez le Centre d'Aide pour les Etudiants.
