Time Series Algorithms Recipes : Implement Machine Learning and Deep Learning Techniques with Python

Time Series Algorithms Recipes : Implement Machine Learning and Deep Learning Techniques with Python / Akshay R. Kulkarni, Adarsha Shivananda, Anoosh Kulkarni, V. Adithya Krishnan.

This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing. It begins with the fundamentals of time series forecasting using statistical modeling methods lik...

Full description

Saved in:
Bibliographic Details
Main Authors: Kulkarni, Akshay R. (Author), Shivananda, Adarsha (Author), Kulkarni, Anoosh (Author), Krishnan, V. Adithya (Author)
Format: eBook
Language:English
Published: New York, NY : Apress L. P., [2023]
Subjects:
Time-series analysis > Computer programs.
Time-series analysis > Data processing.
Machine learning > Computer programs.
Python (Computer program language)
Time-series analysis > Computer programs
Time-series analysis > Data processing
Electronic books.
Online Access:Click for online access
Table of Contents:
  • Chapter 1: Getting Started with Time Series
  • Chapter 2: Statistical Univariate Modelling
  • Chapter 3: Statistical Multivariate Modelling
  • Chapter 4: Machine Learning Regression-Based Forecasting
  • Chapter 5: Forecasting Using Deep Learning.

Similar Items