Learning Data Mining with Python – 2nd Edition English Edition


Learning Data Mining with Python – 2nd Edition English Edition
Authors: Robert Layton
Year: 2017
Publisher: Packt Publishing
Language: English
ISBN 13: 9781787126787
ISBN 10: 1787126781
Categories: Computers, Applications and Software
Pages: 320 / 319
Edition: 2

Availability: 5000 in stock

SKU: 9781787126787 Categories: ,

Learning Data Mining with Python – Second Edition (English Edition) Robert Layton
Harness the power of Python to develop data mining applications, analyze data, delve into machine learning, explore object detection using Deep Neural Networks, and create insightful predictive models.Key FeaturesUse 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 DescriptionThis 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 Notbook, 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 learnApply data mining concepts to real-world problemsPredict the outcome of sports matches based on past resultsDetermine the author of a document based on their writing styleUse APIs to download datasets from social media and other online servicesFind and extract good features from difficult datasetsCreate models that solve real-world problemsDesign and develop data mining applications using a variety of datasetsPerform object detection in images using Deep Neural NetworksFind meaningful insights from your data through intuitive visualizationsCompute on big data, including real-time data from the internetTable of ContentsGetting Started with Data MiningClassifying with scikit-learn EstimatorsPredicting Sports Winners with Decision TreesRecommending Movies Using Affinity AnalysisFeatures and scikit-learn TransformersSocial Media Insight using Naive BayesFollow Recommendations Using Graph MiningBeating CAPTCHAs with Neural NetworksAuthorship AttributionClustering News ArticlesObject Detection in Images using Deep Neural NetworksWorking with Big DataNext Steps… Categories:
Computers – Applications & Software
Packt Publishing
358 / 348
ISBN 10:
ISBN 13:
46 MB


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Learning Data Mining with Python – 2nd Edition English Edition

Availability: 5000 in stock