{"product_id":"python-first-principles-for-data-ravindra-kumar-nayak-9798195583927","title":"Python First Principles for Data Scientists and Developers: Developers Volume 3: The Data Structures Lab","description":"\u003cp\u003eVolume 1 helped you understand Python thinking.\u003cbr\u003eVolume 2 helped you build practical programs.\u003cbr\u003eVolume 3 teaches you how to organize information so your programs become clearer, smarter, and more useful.\u003c\/p\u003e\u003cp\u003eMany beginners learn lists, dictionaries, tuples, and sets as separate syntax topics. But real confidence begins when you understand them as \u003cb\u003eshapes of thought\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eA list is for order.\u003cbr\u003eA dictionary is for labels and lookup.\u003cbr\u003eA set is for uniqueness.\u003cbr\u003eA tuple is for fixed facts.\u003cbr\u003eNested data is for real-world records.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePython First Principles for Data Scientists and Developers - Volume 3: The Data Structures Lab\u003c\/b\u003e breaks these ideas down slowly and practically. Through friendly explanations, interactive dialogues, guided examples, exercises, checklists, mini-projects, and a capstone learning tracker, readers learn how to choose the right structure before writing code.\u003c\/p\u003e\u003cp\u003eInside this volume, readers will learn: \u003c\/p\u003e\u003cp\u003eHow lists help store ordered information\u003cbr\u003eHow dictionaries connect keys to meaning\u003cbr\u003eHow tuples protect fixed facts\u003cbr\u003eHow sets remove duplicates and compare groups\u003cbr\u003eHow strings behave like structured text\u003cbr\u003eHow nested data represents real-world records\u003cbr\u003eHow comprehensions make repeated transformations cleaner\u003cbr\u003eHow searching, sorting, counting, and grouping work\u003cbr\u003eHow simple algorithm patterns prepare the mind for deeper problem solving\u003cbr\u003eHow data scientists and developers think differently about the same structures\u003c\/p\u003e\u003cp\u003eThis is not a rushed syntax reference.\u003cbr\u003eIt is a practical lab for building structured Python thinking.\u003c\/p\u003e\u003cp\u003eBy the end of Volume 3, readers will understand how information moves through Python programs, how patterns appear in data, and how small structures become the foundation for data science, automation, software tools, and machine learning.\u003c\/p\u003e\u003cp\u003eData enters.\u003cbr\u003eStructure forms.\u003cbr\u003eInsight begins.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ravindra Kumar Nayak\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798195583927\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/04\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 54\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.33lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 0.11d","brand":"Ravindra Kumar Nayak","offers":[{"title":"Paperback","offer_id":49173052129535,"sku":"9798195583927","price":10.1,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/python-first-principles-for-data-ravindra-kumar-nayak-9798195583927","provider":"WR Book House","version":"1.0","type":"link"}