Training AI with Humans
Completed by Sakshi Verma
December 19, 2024
22 hours (approximately)
Sakshi Verma'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 Collection
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Experimentation
- Category: Data Capture
- Category: Model Evaluation
- Category: Machine Learning Software
- Category: Data Quality
