Tony Guida
Big Data and Machine Learning in Quantitative Investment
Big Data and Machine Learning in Quantitative Investment
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- More about Big Data and Machine Learning in Quantitative Investment
Big Data and Machine Learning in Quantitative Investment is a book by practitioners for practitioners that covers the questions of why and how to apply machine learning and big data to quantitative finance. It is split into 13 chapters, each written by a different author on a specific case, and is ordered according to the level of complexity.
Format: Hardback
Length: 296 pages
Publication date: 15 February 2019
Publisher: John Wiley & Sons Inc
Big Data and Machine Learning in Quantitative Investment is a comprehensive guide for practitioners seeking to harness the power of machine learning and big data in quantitative finance. Written by practitioners for practitioners, the book delves into the why and how of applying these technologies to financial analysis.
The book is organized into 13 chapters, each authored by a different expert on a specific case. The chapters are arranged in a progressive complexity level, starting with a broad overview and taxonomy of machine learning and big data, progressing to practical applications, and concluding with innovative approaches using deep learning.
Gain a solid understanding of why machine learning is essential for quantitative investment. Frame your questions using financial markets laws and understand the data you are working with. Witness how machine learning is becoming increasingly sophisticated and how it can be applied to enhance investment strategies.
While machine learning and big data are powerful tools, it is important to note that they are not a magical solution. Proper application and interpretation are crucial for successful outcomes. This book provides valuable insights and practical examples to help practitioners navigate the complexities of machine learning and big data in quantitative investment.
Whether you are a seasoned financial professional or a newcomer to the field, Big Data and Machine Learning in Quantitative Investment is a valuable resource that will empower you to make informed decisions based on data-driven insights.
Weight: 630g
Dimension: 178 x 251 x 19 (mm)
ISBN-13: 9781119522195
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