Ultimate Enterprise Data Analysis and Forecasting Using Python.

Format:

Book

Author/Creator:

Pandian, Shanthababu.

Language:

English

Physical Description:

1 online resource (563 pages)

Edition:

1st ed.

Place of Publication:

Delhi : Orange Education PVT Ltd, 2023.

Summary:

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.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Pandian, Shanthababu 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)

ISBN:

9788119416448