{"product_id":"9781789806403","title":"Python Data Mining Quick Start Guide: A beginner's guide to extracting valuable insights from your data","description":"\u003cb\u003eExplore the different data mining techniques using the libraries and packages offered by Python\u003c\/b\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGrasp the basics of data loading, cleaning, analysis, and visualization\u003c\/li\u003e\n\u003cli\u003eUse the popular Python libraries such as NumPy, pandas, matplotlib, and scikit-learn for data mining\u003c\/li\u003e\n\u003cli\u003eYour one-stop guide to build efficient data mining pipelines without going into too much theory\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eData mining is a necessary and predictable response to the dawn of the information age. It is typically defined as the pattern and\/ or trend discovery phase in the data mining pipeline, and Python is a popular tool for performing these tasks as it offers a wide variety of tools for data mining.\u003c\/p\u003e\u003cp\u003eThis book will serve as a quick introduction to the concept of data mining and putting it to practical use with the help of popular Python packages and libraries. You will get a hands-on demonstration of working with different real-world datasets and extracting useful insights from them using popular Python libraries such as NumPy, pandas, scikit-learn, and matplotlib. You will then learn the different stages of data mining such as data loading, cleaning, analysis, and visualization. You will also get a full conceptual description of popular data transformation, clustering, and classification techniques.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be able to build an efficient data mining pipeline using Python without any hassle.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore the methods for summarizing datasets and visualizing\/plotting data\u003c\/li\u003e\n\u003cli\u003eCollect and format data for analytical work\u003c\/li\u003e\n\u003cli\u003eAssign data points into groups and visualize clustering patterns\u003c\/li\u003e\n\u003cli\u003eLearn how to predict continuous and categorical outputs for data\u003c\/li\u003e\n\u003cli\u003eClean, filter noise from, and reduce the dimensions of data\u003c\/li\u003e\n\u003cli\u003eSerialize a data processing model using scikit-learn's pipeline feature\u003c\/li\u003e\n\u003cli\u003eDeploy the data processing model using Python's pickle module\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003ePython developers interested in getting started with data mining will love this book. Budding data scientists and data analysts looking to quickly get to grips with practical data mining with Python will also find this book to be useful.  Knowledge of Python programming is all you need to get started.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46296111415537,"sku":"9781789806403","price":23.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781789806403_p0.jpg?v=1765598099","url":"https:\/\/shop.barnesandnoble.com\/products\/9781789806403","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}