Description
Book Synopsis: A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.
It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope.
This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.
Details
Are you ready to unlock the power of data? Introducing Data Science, the latest addition to The MIT Press Essential Knowledge series. This concise yet comprehensive book is your gateway to the exciting world of data science, where you can revolutionize decision-making and transform your business. From machine learning to ethical challenges, this book covers it all. Get your copy today and stay ahead in the data-driven era.
In today's digital age, data science is the driving force behind personalized recommendations and tailored experiences. With Data Science, you'll gain invaluable insights into the evolving field, its applications, and the fascinating connection between data science and machine learning. Don't miss out on the opportunity to leverage big data and social media to elevate your business to new heights.
As data becomes increasingly vital for organizations, it's crucial to navigate the challenges of data infrastructure efficiently. Data Science equips you with the necessary knowledge to harness the power of large datasets and uncover non-obvious patterns. Discover the principles, algorithms, and processes for optimizing your data analysis and modeling. The future is data-driven, and this book ensures you're well-prepared to tackle any data-related challenge.
Stay in compliance with ethical and legal guidelines in the ever-changing landscape of data regulation. Data Science offers a comprehensive review of the ethical issues surrounding data usage and provides computational approaches for safeguarding privacy. By integrating machine learning expertise with real-world problems, you'll be equipped to make responsible decisions while maximizing the value of your data.
Don't wait any longer to embark on your data science journey. Get your hands on Data Science today and discover the keys to success in this rapidly advancing field. Whether you're a beginner or an experienced professional, this book is your essential guide to thriving in the world of data science. Unlock the potential of your data and take your business to new heights!
Order your copy of Data Science now and stay one step ahead in the data-driven revolution!
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