{"product_id":"the-data-analysis-workshop-solve-business-problems-with-state-of-the-art-data-analysis-models-developing-expert-data-analysis-skills-along-the-way-paperback","title":"The Data Analysis Workshop: Solve business problems with state-of-the-art data analysis models, developing expert data analysis skills along the way - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eGururajan Govindan\u003c\/b\u003e (Author), \u003cb\u003eShubhangi Hora\u003c\/b\u003e (Author), \u003cb\u003eKonstantin Palagachev\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLearn how to analyze data using Python models with the help of real-world use cases and guidance from industry experts\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eGet to grips with data analysis by studying use cases from different fields\u003c\/li\u003e \u003cli\u003eDevelop your critical thinking skills by following tried-and-true data analysis\u003c\/li\u003e \u003cli\u003eLearn how to use conclusions from data analyses to make better business decisions\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eBusinesses today operate online and generate data almost continuously. While not all data in its raw form may seem useful, if processed and analyzed correctly, it can provide you with valuable hidden insights. The Data Analysis Workshop will help you learn how to discover these hidden patterns in your data, to analyze them, and leverage the results to help transform your business.\u003c\/p\u003e \u003cp\u003eThe book begins by taking you through the use case of a bike rental shop. You'll be shown how to correlate data, plot histograms, and analyze temporal features. As you progress, you'll learn how to plot data for a hydraulic system using the Seaborn and Matplotlib libraries, and explore a variety of use cases that show you how to join and merge databases, prepare data for analysis, and handle imbalanced data.\u003c\/p\u003e \u003cp\u003eBy the end of the book, you'll have learned different data analysis techniques, including hypothesis testing, correlation, and null-value imputation, and will have become a confident data analyst.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eGet to grips with the fundamental concepts and conventions of data analysis\u003c\/li\u003e \u003cli\u003eUnderstand how different algorithms help you to analyze the data effectively\u003c\/li\u003e \u003cli\u003eDetermine the variation between groups of data using hypothesis testing\u003c\/li\u003e \u003cli\u003eVisualize your data correctly using appropriate plotting points\u003c\/li\u003e \u003cli\u003eUse correlation techniques to uncover the relationship between variables\u003c\/li\u003e \u003cli\u003eFind hidden patterns in data using advanced techniques and strategies\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThe Data Analysis Workshop is for programmers who already know how to code in Python and want to use it to perform data analysis. If you are looking to gain practical experience in data science with Python, this book is for you.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 626\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.26 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 28, 2020\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52493562675507,"sku":"9781839211386","price":66.02,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/TWVFUGVZenJDQlVydUZJUVFzWlA0dz09.webp?v=1759957097","url":"https:\/\/www.vysn.com\/en-ca\/products\/the-data-analysis-workshop-solve-business-problems-with-state-of-the-art-data-analysis-models-developing-expert-data-analysis-skills-along-the-way-paperback","provider":"VYSN","version":"1.0","type":"link"}