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Machine Learning In The Analysis And Forecasting Of Financial Time Series Jaydip Sen

  • SKU: BELL-46871160
Machine Learning In The Analysis And Forecasting Of Financial Time Series Jaydip Sen
$ 31.00 $ 45.00 (-31%)

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Machine Learning In The Analysis And Forecasting Of Financial Time Series Jaydip Sen instant download after payment.

Publisher: Cambridge Scholars Publishing
File Extension: PDF
File size: 13.98 MB
Pages: 384
Author: Jaydip Sen, Sidra Mehtab
ISBN: 9781527583245, 1527583244
Language: English
Year: 2022

Product desciption

Machine Learning In The Analysis And Forecasting Of Financial Time Series Jaydip Sen by Jaydip Sen, Sidra Mehtab 9781527583245, 1527583244 instant download after payment.

This book is a collection of real-world cases, illustrating how to handle challenging and volatile financial time series data for a better understanding of their past behavior and robust forecasting of their future movement. It demonstrates how the concepts and techniques of statistical, econometric, machine learning, and deep learning are applied to build robust predictive models, and the ways in which these models can be used for constructing profitable portfolios of investments. All the concepts and methods used here have been implemented using R and Python languages on TensorFlow and Keras frameworks. The book will be particularly useful for advanced postgraduate and doctoral students of finance, economics, econometrics, statistics, data science, computer science, and information technology.

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