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: Model Training
- Category: Data Ethics
- Category: Machine Learning
- Category: Classification Algorithms
- Category: Model Evaluation
- Category: Machine Learning Methods
- Category: Data Validation
- Category: Machine Learning Algorithms
- Category: Data Quality
- Category: Statistical Analysis
- Category: Model Optimization
- Category: Data Collection
