Learning Data Mining with Python Second Edition

購買商店

Learning Data Mining with Python Second Edition

$1,580.00

馬上購買

內容描述

Key Features

Use a wide variety of Python libraries for practical data mining purposes.
Learn how to find, manipulate, analyze, and visualize data using Python.
Step-by-step instructions on data mining techniques with Python that have real-world applications.

Book Description
This book teaches you to design and develop data mining applications using a variety of datasets, starting with basic classification and affinity analysis. This book covers a large number of libraries available in Python, including the Jupyter Notebook, pandas, scikit-learn, and NLTK.
You will gain hands on experience with complex data types including text, images, and graphs. You will also discover object detection using Deep Neural Networks, which is one of the big, difficult areas of machine learning right now.
With restructured examples and code samples updated for the latest edition of Python, each chapter of this book introduces you to new algorithms and techniques. By the end of the book, you will have great insights into using Python for data mining and understanding of the algorithms as well as implementations.
What you will learn

Apply data mining concepts to real-world problems
Predict the outcome of sports matches based on past results
Determine the author of a document based on their writing style
Use APIs to download datasets from social media and other online services
Find and extract good features from difficult datasets
Create models that solve real-world problems
Design and develop data mining applications using a variety of datasets
Perform object detection in images using Deep