Time Series Analysis with Python Cookbook: Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation - Paperback

Name: Books by splitShops Time Series Analysis with Python Cookbook: Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation - Paperback - Time Series Analysis with Python Cookbook: Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation - Paperback
Brand: Books by splitShops
SKU: 42120302493831
Price: 100.78 USD
Availability: InStock

4.5 (1,234)

Sold 100+ last 30 days

20% off first order

$100.78

Quantity

Color

Black

Quantity

Covers ingestion, handling, and visualization of time series data for comprehensive data preparation
Explains missing data imputation and outlier detection techniques for robust preprocessing
Demonstrates classical and modern forecasting models including ARIMA, Holt-Winters, and deep learning with TensorFlow and PyTorch
Provides step-by-step code and explanations for model evaluation, optimization, and anomaly detection
Includes interactive visualizations using hvplot for enhanced data exploration

Summarized by Shop