Fundamentals of Supervised Machine Learning : With Applications in Python, R, and Stata 9783031413377, 9783031413360
This book presents the fundamental theoretical notions of supervised machine learning along with a wide range of applica
150 50 60MB
English Pages 400 Year 2023
Table of contents :
Cover
Front Matter
1. The Basics of Machine Learning
2. The Statistics of Machine Learning
3. Model Selection and Regularization
4. Discriminant Analysis, Nearest Neighbor, and Support Vector Machine
5. Tree Modeling
6. Artificial Neural Networks
7. Deep Learning
8. Sentiment Analysis
Back Matter
Cover
Front Matter
1. The Basics of Machine Learning
2. The Statistics of Machine Learning
3. Model Selection and Regularization
4. Discriminant Analysis, Nearest Neighbor, and Support Vector Machine
5. Tree Modeling
6. Artificial Neural Networks
7. Deep Learning
8. Sentiment Analysis
Back Matter
- Author / Uploaded
- Giovanni Cerulli
- Similar Topics
- Computers
- Algorithms and Data Structures: Pattern Recognition
![Fundamentals of Supervised Machine Learning: With Applications in Python, R, and Stata (Statistics and Computing) [1st ed. 2023]
3031413369, 9783031413360](https://ebin.pub/img/200x200/fundamentals-of-supervised-machine-learning-with-applications-in-python-r-and-stata-statistics-and-computing-1st-ed-2023-3031413369-9783031413360.jpg)
