Time Series Analysis with Python Cookbook, 2E
portes grátis
Time Series Analysis with Python Cookbook, 2E
Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation
Atwan, Tarek A.
Packt Publishing Limited
08/2024
Mole
Inglês
9781805124283
15 a 20 dias
Descrição não disponível.
Table of Contents
Getting Started with Time Series Analysis
Reading Time Series Data from Files
Reading Time Series Data from Databases
Persisting Time Series Data to Files
Persisting Time Series Data to Databases
Working with Date and Time in Python
Handling Missing Data
Outlier Detection Using Statistical Methods
Exploratory Data Analysis & Diagnosis
Building Univariate Models using Statistical Methods
Advanced Statistical Modeling Techniques for Time Series
Forecasting Using Supervised Machine Learning
Deep Learning for Time Series Forecasting
Outlier Detection Using Unsupervised Machine Learning
Working with Multiple Seasonality in Time Series
Probabilistic Models for Time Series
Signal Processing Techniques for Time Series Analysis
Getting Started with Time Series Analysis
Reading Time Series Data from Files
Reading Time Series Data from Databases
Persisting Time Series Data to Files
Persisting Time Series Data to Databases
Working with Date and Time in Python
Handling Missing Data
Outlier Detection Using Statistical Methods
Exploratory Data Analysis & Diagnosis
Building Univariate Models using Statistical Methods
Advanced Statistical Modeling Techniques for Time Series
Forecasting Using Supervised Machine Learning
Deep Learning for Time Series Forecasting
Outlier Detection Using Unsupervised Machine Learning
Working with Multiple Seasonality in Time Series
Probabilistic Models for Time Series
Signal Processing Techniques for Time Series Analysis
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Table of Contents
Getting Started with Time Series Analysis
Reading Time Series Data from Files
Reading Time Series Data from Databases
Persisting Time Series Data to Files
Persisting Time Series Data to Databases
Working with Date and Time in Python
Handling Missing Data
Outlier Detection Using Statistical Methods
Exploratory Data Analysis & Diagnosis
Building Univariate Models using Statistical Methods
Advanced Statistical Modeling Techniques for Time Series
Forecasting Using Supervised Machine Learning
Deep Learning for Time Series Forecasting
Outlier Detection Using Unsupervised Machine Learning
Working with Multiple Seasonality in Time Series
Probabilistic Models for Time Series
Signal Processing Techniques for Time Series Analysis
Getting Started with Time Series Analysis
Reading Time Series Data from Files
Reading Time Series Data from Databases
Persisting Time Series Data to Files
Persisting Time Series Data to Databases
Working with Date and Time in Python
Handling Missing Data
Outlier Detection Using Statistical Methods
Exploratory Data Analysis & Diagnosis
Building Univariate Models using Statistical Methods
Advanced Statistical Modeling Techniques for Time Series
Forecasting Using Supervised Machine Learning
Deep Learning for Time Series Forecasting
Outlier Detection Using Unsupervised Machine Learning
Working with Multiple Seasonality in Time Series
Probabilistic Models for Time Series
Signal Processing Techniques for Time Series Analysis
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
