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Ultimate Enterprise Data Analysis and Forecasting using Python: Leverage Cloud platforms with Azure Time Series Insights and AWS Forecast Components for Deep learning Modeling using Python (English Edition) by Shanthababu Pandian at Abbey's Bookshop,
Ultimate Enterprise Data Analysis and Forecasting using Python: Leverage Cloud platforms with Azure Time...
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Shanthababu Pandian

Ultimate Enterprise Data Analysis and Forecasting using Python

Leverage Cloud platforms with Azure Time Series Insights and AWS Forecast Components for Deep...

Shanthababu Pandian

$82.95   $70.20

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Not in-store but you can order this
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English
Orange Education Pvt Ltd
28 December 2023
Real time operating systems
Practical Approaches to Time Series Analysis and Forecasting using Python for Informed Decision-Making
Book Description

Embark on a transformative journey through the intricacies of time series analysis and forecasting with this comprehensive handbook. Beginning with the essential packages for data science and machine learning projects you will delve into Python's prowess for efficient time series data analysis, exploring the core components and real-world applications across various industries through compelling use-case studies. From understanding classical models like AR, MA, ARMA, and ARIMA to exploring advanced techniques such as exponential smoothing and ETS methods, this guide ensures a deep understanding of the subject.

It will help you navigate the complexities of vector autoregression (VAR, VMA, VARMA) and elevate your skills with a deep dive into deep learning techniques for time series analysis. By the end of this book, you will be able to harness the capabilities of Azure Time Series Insights and explore the cutting-edge AWS Forecast components, unlocking the cloud's power for advanced and scalable time series forecasting.

Table of Contents

1. Introduction to Python and its key packages for DS and ML Projects

2. Python for Time Series Data Analysis

3. Time Series Analysis and its Components

4. Time Series Analysis and Forecasting Opportunities in Various Industries

5. Exploring various aspects of Time Series Analysis and Forecasting

6. Exploring Time Series Models - AR, MA, ARMA, and ARIMA

7. Understanding Exponential Smoothing and ETS Methods in TSA

8. Exploring Vector Autoregression and its Subsets (VAR, VMA, and VARMA)

9. Deep Learning for Time Series Analysis and Forecasting

10. Azure Time Series Insights

11. AWSForecast

Index
By:  
Imprint:   Orange Education Pvt Ltd
ISBN:   9788119416448
ISBN 10:   8119416449
Pages:   444
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Undefined
Publisher's Status:   Active

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