{"product_id":"the-pandas-workshop-a-comprehensive-guide-to-using-python-for-data-analysis-with-real-world-case-studies-paperback","title":"The Pandas Workshop: A comprehensive guide to using Python for data analysis with real-world case studies - Paperback","description":"\u003cp\u003eby \u003cb\u003eBlaine Bateman\u003c\/b\u003e (Author), \u003cb\u003eSaikat Basak\u003c\/b\u003e (Author), \u003cb\u003eThomas V. Joseph\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLearn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandas\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to apply data retrieval, transformation, visualization, and modeling techniques using pandas\u003c\/li\u003e\n\u003cli\u003eBecome highly efficient in unlocking deeper insights from your data, including databases, web data, and more\u003c\/li\u003e\n\u003cli\u003eBuild your experience and confidence with hands-on exercises and activities\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThe Pandas Workshop will teach you how to be more productive with data and generate real business insights to inform your decision-making. You will be guided through real-world data science problems and shown how to apply key techniques in the context of realistic examples and exercises. Engaging activities will then challenge you to apply your new skills in a way that prepares you for real data science projects.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou'll see how experienced data scientists tackle a wide range of problems using data analysis with pandas. Unlike other Python books, which focus on theory and spend too long on dry, technical explanations, this workshop is designed to quickly get you to write clean code and build your understanding through hands-on practice. As you work through this Python pandas book, you'll tackle various real-world scenarios, such as using an air quality dataset to understand the pattern of nitrogen dioxide emissions in a city, as well as analyzing transportation data to improve bus transportation services.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this data analytics book, you'll have the knowledge, skills, and confidence you need to solve your own challenging data science problems with pandas.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAccess and load data from different sources using pandas\u003c\/li\u003e\n\u003cli\u003eWork with a range of data types and structures to understand your data\u003c\/li\u003e\n\u003cli\u003ePerform data transformation to prepare it for analysis\u003c\/li\u003e\n\u003cli\u003eUse Matplotlib for data visualization to create a variety of plots\u003c\/li\u003e\n\u003cli\u003eCreate data models to find relationships and test hypotheses\u003c\/li\u003e\n\u003cli\u003eManipulate time-series data to perform date-time calculations\u003c\/li\u003e\n\u003cli\u003eOptimize your code to ensure more efficient business data analysis\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis data analysis book is for anyone with prior experience working with the Python programming language who wants to learn the fundamentals of data analysis with pandas. Previous knowledge of pandas is not necessary.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 744\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.48 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 17, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42718629429311,"sku":"9781800208933","price":89.83,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/91271b21bf850225546f58679cb38e40.webp?v=1765082677","url":"https:\/\/dhlswag.com\/products\/the-pandas-workshop-a-comprehensive-guide-to-using-python-for-data-analysis-with-real-world-case-studies-paperback","provider":"BBB","version":"1.0","type":"link"}