Introduction to Data Science by Amit Kumar Das (.ePUB)
File Size: 10 MB
Introduction to Data Science by Amit Kumar Das, Mousoomi Bora, Vishal Dhure
Requirements: .ePUB reader, 10 MB
Overview: Unlock the potential of data with our comprehensive guide to Data Science, the most sought-after skill in today’s digital age. This book is your gateway to mastering the diverse and dynamic field of Data Science, offering a clear and concise introduction to its core concepts and practices. Designed for students, professionals, and anyone eager to delve into Data Science, this book provides a structured learning path, complete with motivating examples, discussion points, and a wealth of online resources. Explore the entire Data Science lifecycle, from data acquisition to model evaluation, and gain hands-on experience with an end-to-end case study in Python. Whether you’re pursuing a career in Data Science or enhancing your technical skills, this book is your essential companion on the journey to becoming a data-savvy professional. This textbook serves as a comprehensive and meticulously structured guide to gain knowledge in Data Science. It begins with a robust “Introduction” to Data Science, covering its benefits, evolution, process, roles, applications, and crucial ethical considerations like data privacy and security. It then delves into the essential “Basic Statistical Foundation for Data Science,” explaining measures of central tendency and dispersion, probability theory, various distributions, sampling theory, and hypothesis testing.
Genre: Non-Fiction > Tech & Devices
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