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di w data mining python theory application case studies 2024

Type:: E-books
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Size:: 13.8 MB
Uploaded On:: May 25, 2024, 8:54 a.m.
Added By:: andryold1
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Info Hash:: 12072B97288FAA6D3BB29716A82ADE4B908DFC3D

Textbook in PDF format Data is everywhere and it’s growing at an unprecedented rate. But making sense of all that data is a challenge. Data Mining is the process of discovering patterns and knowledge from large data sets, and Data Mining with Python focuses on the hands-on approach to learning Data Mining. It showcases how to use Python Packages to fulfill the Data Mining pipeline, which is to collect, integrate, manipulate, clean, process, organize, and analyze data for knowledge. The contents are organized based on the Data Mining pipeline, so readers can naturally progress step by step through the process. Topics, methods, and tools are explained in three aspects: “What it is” as a theoretical background, “why we need it” as an application orientation, and “how we do it” as a case study. This book is designed to give students, data scientists, and business analysts an understanding of Data Mining concepts in an applicable way. Through interactive tutorials that can be run, modified, and used for a more comprehensive learning experience, this book will help its readers to gain practical skills to implement Data Mining techniques in their work

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Di W. Data Mining with Python. Theory, Application, and Case Studies 2024.pdf 13.8 MB

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di w data mining python theory application case studies 2024

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