Training AI with Humans
Completed by Guillaume Choupeaux
April 7, 2026
22 hours (approximately)
Guillaume Choupeaux's account is verified. Coursera certifies their successful completion of Training AI with Humans
What you will learn
Learn to construct and evaluate various machine learning classifiers and performance metrics.
Master the calculation and implications of Inter-Annotator Agreement (IAA) for data consistency.
Understand how to design and implement effective crowdsourcing tasks using Amazon Mechanical Turk.
Analyze crowdsourced data to enhance machine learning models and understand ethical considerations in AI.
Skills you will gain
- Category: Data Validation
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Statistical Analysis
- Category: Amazon Web Services
- Category: Data Collection
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Research Design
- Category: Machine Learning Software
- Category: Data Quality
