Nº de artículo:
258954551
Time Series Analysis with Python Cookbook: Practical recipes for the complete time series workflow from modern data engineering to advanced
Nº de artículo:
258954551
BOB 474
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from EU
0 ratings
Escribe una opinión
En stock
Importado de la tienda EU
QTY:
Haz tu pedido ahora y recíbelo por ahí Miércoles, Octubre 21
Secured transaction
Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Our Top Logistics Partners
This book is written for practitioners who want reproducible, real-world solutions, not abstract theory.
Fast
Shipping
Free
Return*
Secure Packaging
100% Original Products
PCI DSS Compliance
ISO 27001 Certified
Note: Step Up Voltage Transformer required for using electronics products of Germany store (230 V). Recommended power converters Comprar ahora.
Detalles de producto
- Perform time series analysis and forecasting confidently with this Python code bank and reference manual. Access exclusive GitHub bonus chapters and hands-on recipes covering Python setup, probabilistic deep learning forecasts, frequency-domain analysis, large-scale data handling, databases, InfluxDB, and advanced visualizations.Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore up-to-date forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithmsLearn different techniques for evaluating, diagnosing, and optimizing your modelsWork with a variety of complex data with trends, multiple seasonal patterns, and irregularitiesBook DescriptionTo use time series data to your advantage, you need to master data preparation, analysis, and forecasting. This fully refreshed second edition helps you unlock insights from time series data with new chapters on probabilistic models, signal processing techniques, and new content on transformers. You’ll work with the latest releases of popular libraries like Pandas, Polars, Sktime, stats models, stats forecast, Darts, and Prophet through up-to-date examples.You'll hit the ground running by ingesting time series data from various sources and formats and learn strategies for handling missing data, dealing with time zones and custom business days, and detecting anomalies using intuitive statistical methods.Through detailed instructions, you'll explore forecasting using classical statistical models such as Holt-Winters, SARIMA, and VAR, and learn practical techniques for handling non-stationary data using power transforms, ACF and PACF plots, and decomposing time series data with seasonal patterns. The recipes then level up to cover more advanced topics such as building ML and DL models using TensorFlow and PyTorch and applying probabilistic modeling techniques. In this part, you’ll also be able to evaluate, compare, and optimize models, finishing with a strong command of wrangling data with Python.What you will learnUnderstand what makes time series data different from other dataApply imputation and interpolation strategies to handle missing dataImplement an array of models for univariate and multivariate time seriesPlot interactive time series visualizations using hvPlotExplore state-space models and the unobserved components model (UCM)Detect anomalies using statistical and machine learning methodsForecast complex time series with multiple seasonal patternsUse conformal prediction for constructing prediction intervals for time seriesWho this book is forThis book is for data analysts, business analysts, data scientists, data engineers, and Python developers who want to learn time series analysis and forecasting techniques step by step through practical Python recipes. To get the most out of this book, you’ll need fundamental Python programming knowledge. Prior experience working with time series data to solve business problems will help you to better utilize and apply the recipes more quickly.Table of ContentsGetting Started with Time Series AnalysisReading Time Series Data from FilesReading Time Series Data from DatabasesPersisting Time Series Data to FilesPersisting Time Series Data to DatabasesWorking with Date and Time in PythonHandling Missing DataOutlier Detection Using Statistical MethodsExploratory Data Analysis and DiagnosisBuilding Univariate Models Using Statistical Methods(N.B. Please use the Read Sample option to see further chapters)
| Publisher | Packt Publishing |
| Publication date | 16 Jan. 2026 |
| Edition | 2. |
| Language | English |
| Print length | 812 pages |
| ISBN-10 | 1805124285 |
| ISBN-13 | 978-1805124283 |
| Dimensions | 19.05 x 4.65 x 23.5 cm |
DESCRIPCIÓN DEL PRODUCTO
Time Series Analysis with Python Cookbook: Practical recipes for the complete time series workflow from modern data engineering to advanced forecasting and anomaly detection
¿Tienes alguna consulta? Chatea con nosotros
Preguntas y respuestas de los clientes
-
Pregunta:
¿Cómo comprar Time Series Analysis with Python Cookbook: Practical en línea desde Ubuy?
Respuesta: Es fácil comprar Time Series Analysis with Python Cookbook: Practical en línea desde Ubuy.. Solo tiene que buscar el producto, elegir su método de envío al pagar y recibirlo en su ubicación. -
Pregunta:
¿Está Time Series Analysis with Python Cookbook: Practical disponible para comprar en línea en Bolivia?
Respuesta: Sí, en Ubuy Bolivia, este producto está disponible para que lo compre a un precio razonable.. El Time Series Analysis with Python Cookbook: Practical no está disponible localmente, pero puede confiar en nosotros con nuestros servicios de envío exprés. -
Pregunta:
¿Cuánto tiempo se tarda en obtener el producto después de realizar el pedido?
Respuesta: El tiempo de entrega de su producto pedido varía según lo que haya pedido y el método de envío que haya elegido.. El tiempo de entrega estimado se menciona durante el proceso de pago, así que no se preocupe mientras compra.
English edition Tarek A. Atwan Format: Paperback Editorial Review
No se encontraron reseñas editoriales
Customer Reviews & Ratings
1 valoraciones de los clientes
-
5 estrella
100%
-
4 estrella
0%
-
3 estrella
0%
-
2 estrella
0%
-
1 estrella
0%
Revisar este producto
Comparte tus ideas con otros clientes
Product Price History
Información importante
- Limitaciones: Para los productos enviados al extranjero, ten en cuenta que cualquier garantía del fabricante puede no ser válida; las opciones de servicio del fabricante pueden no estar disponibles; los manuales del producto, las instrucciones y las advertencias de seguridad pueden no estar en los idiomas del país de destino; los productos (y los materiales que los acompañan) pueden no estar diseñados de acuerdo con las normas, especificaciones y requisitos de etiquetado del país de destino; y los productos pueden no ajustarse al voltaje del país de destino y a otras normas eléctricas (lo que requiere el uso de un adaptador o convertidor, si procede). El destinatario es responsable de asegurarse de que el producto puede ser importado legalmente al país de destino. Cuando hagas un pedido a Ubuy o a sus filiales, el destinatario es el importador registrado y debe cumplir todas las leyes y normativas del país de destino.
- No todos los productos que aparecen en Ubuy están a la venta, ya que Ubuy es un motor de búsqueda a nivel mundial. Los productos están sujetos a las normas de exportación/comercio.
BOB 474
Haz tu pedido ahora y recíbelo por ahí Miércoles, Octubre 21
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
QTY:
Secured transaction
PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.
Our Top Logistics Partners
Fastest cross-border delivery
características y beneficios
- Comprehensive guide covering the entire time series lifecycle.
- Focus on understanding design choices and their implications.
- Hands-on recipes reflect real-world time series challenges.
- Multiple techniques demonstrated for better decision-making.
- Includes bonus chapters on advanced forecasting and uncertainty techniques.
- Aims to build confidence in applying time series methods.
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.