Can I read Machine Learning for Emotion Analysis in Python on EtoBox?

Machine Learning for Emotion Analysis in Python by Allan Ramsay, Tariq Ahmad is a nonfiction available to read on EtoBox.

What is Machine Learning for Emotion Analysis in Python about?

This book is your gateway to exploring the fascinating field of computational emotion analysis, equipping you with the essential knowledge and practical skills to harness the power of Python to unravel the intricate tapestry of human emotions. Whether you are a data scientist, a developer, a researcher, or simply someone intrigued by the intersection of language and emotion, this book will serve as your comprehensive guide.In this book, we will gradually build our understanding, starting with the basics of NLP and emotion representation. We will explore various techniques for feature extraction, sentiment analysis and emotion classification. We will learn how to pre-process text data, train machine learning models, and evaluate their performance in the context of emotion analysis. Additionally, we will delve into more advanced topics such as handling multi-label data and exploring deep learning approaches, and we will look at a case study involving tweets collected over an extended period, showing how they correlate with real-world events. We will also investigate how robustly models trained on one dataset behave when applied to another.Readers will finally possess a solid foundati

Who reads Machine Learning for Emotion Analysis in Python?

Author

Allan Ramsay, Tariq Ahmad

Publisher

-.-

Published

2023

Language

EN

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem