Training AI with Humans
Completed by Asad Aziz
July 19, 2025
22 hours (approximately)
Asad Aziz'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 Capture
- Category: Data Quality
- Category: Machine Learning Methods
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Model Optimization
- Category: Data Collection
- Category: Statistical Analysis
- Category: Research Design
- Category: Classification Algorithms
- Category: Model Evaluation
- Category: Machine Learning Software
- Category: Machine Learning Algorithms
