【干货书】真实机器学习，264页pdf，Real-World Machine Learning

标题

真实机器学习，264页pdf，Real-World Machine Learning

关键词

机器学习，人工智能，书籍教材

目录

• What is machine learning?
• Real-world data
• Modeling and prediction
• Model evaluation and optimization
• Basic feature engineering
• Example: NYC taxi data
• Advanced feature engineering
• Advanced NLP example: movie review sentiment
• Scaling machine-learning workflows
• Example: digital display advertising

作者

Henrik Brink，Joseph W. Richards，Mark Fetherolf