The Best New Text Mining eBooks To Read In 2025

This book is concerned with tasks of text mining including text processing. This book is authored by collecting slides in the lecture during one semester on text mining; each page is given as a slide. It is intended for one who tries to study text mining together with machine learning algorithms as approaches and composed with ten lectures. The main tasks of text mining are text classification which classifies a text based on its contents into a particular topic and text clustering which segments a group of texts into subgroups depending on their contents.

This book is decomposed into text preprocessing, text classification, and text clustering.

The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining: the art of counting words over time. However, this book also presents a warning: without help from the humanities, data science can distort the past and lead to perilous errors. The book opens with a rogue's gallery of errors, then tours the ground-breaking analyses that have resulted from collaborations between humanists and data scientists. Jo Guldi explores how text mining can give a glimpse of the changing history of the past - for example, how quickly Americans forgot the history of slavery.

Textual data can even prove who was responsible in Congress for silencing environmentalism over recent decades. The book ends with an impassioned vision of what text mining in defence of democracy would look like, and why humanists need to be involved.

Natural language processing (NLP) is a field of computer science that deals with the interaction between computers and human (natural) languages. It's one of the most exciting and rapidly growing areas of AI, with applications in everything from machine translation to chatbots to spam filtering. This book is a comprehensive guide to NLP, covering everything from the basics of language modeling to more advanced topics like machine translation and question answering. It's written for a wide audience, from beginners who are new to NLP to experienced practitioners who want to learn about the latest advances in the field.

I hope this book will help you learn about NLP and how to use it to solve real-world problems. NLP is a powerful tool, and it has the potential to change the way we interact with computers forever. Here are some of the things you'll learn in this book:What NLP is and why it's importantThe basics of language modelingHow to use NLP to solve real-world problems like machine translation and question answeringThe latest advances in NLP researchWhether you're a beginner or an experienced practitioner, I hope you'll find something valuable in this book. Welcome to the world of NLP!