{"product_id":"business-data-analytics-second-edition-9798330439294","title":"Business Data Analytics Second Edition","description":"\u003cp\u003eThis beginner-friendly textbook is designed to quickly introduce readers to Python programming and its applications in data analytics, emphasizing a hands-on approach throughout. While we assume a basic familiarity with programming languages, relational databases, and statistics, the book caters to learners of all backgrounds interested in data-driven decision making.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eKey Features: \u003c\/p\u003e\u003cp\u003e- Focuses on equipping data analysts with essential knowledge and skills\u003c\/p\u003e\u003cp\u003e- Guides readers through Python fundamentals to intermediate topics like time series and regression analysis\u003c\/p\u003e\u003cp\u003e- Emphasizes practical implementation using the powerful Python library, Pandas\u003c\/p\u003e\u003cp\u003e- Introduces visualization techniques to effectively communicate insights, Matplotlib\u003c\/p\u003e\u003cp\u003e- Covers machine learning fundamentals for predictive analytics\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eLearning Approach: \u003c\/p\u003e\u003cp\u003e- Utilizes simple datasets in most chapters to help readers grasp the inner workings of tools and techniques\u003c\/p\u003e\u003cp\u003e- Presents real-world datasets in the final chapter to expose learners to actual data scenarios and challenges\u003c\/p\u003e\u003cp\u003e- Encourages skill development and problem-solving abilities\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWhat's New in the Second Edition: \u003c\/p\u003e\u003cp\u003e- Updated all code examples\u003c\/p\u003e\u003cp\u003e- Added many more examples and exercises\u003c\/p\u003e\u003cp\u003e- Included new sections on data transformation and ARIMA\u003c\/p\u003e\u003cp\u003e- Added a new chapter summarizing the levels of business data analytics\u003c\/p\u003e\u003cp\u003e- Expanded coverage of data visualization and machine learning applications, reflecting recent changes in Pandas and industry trends\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis comprehensive guide is designed to take you from Python basics to intermediate data analytics techniques, equipping you to tackle real-world data challenges effectively and make informed, data-driven decisions.\u003c\/p\u003e\u003cbr\u003e","brand":"Ls Independent Publishing","offers":[{"title":"Default Title","offer_id":51475280167186,"sku":"9798330439294","price":91.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_ded599c9-9e9e-4c32-9e9f-f6c9c7e25725.jpg?v=1752591463","url":"https:\/\/surprise-castle.myshopify.com\/products\/business-data-analytics-second-edition-9798330439294","provider":"Surprise Castle","version":"1.0","type":"link"}