Conocer los fundamentos de las series temporales
Entrenar diferentes modelos estadísticos de series temporales como AR, MA, ARMA, ARIMA, SARIMA
Predecir datos futuros en base a series de tiempo
Proyecto aplicado y práctico para aprender a entrenar modelos de Machine Learning como: AR, MA, ARMA, ARIMA, autoARIMA, SARIMA y autoSARIMA para predecir series temporales con Python.
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Introducción a las series temporales
Tipos de datos de series temporales
Preprocesamiento y análisis de series temporales
Ejercicio aplicado. Preprocesamiento y análisis
Técnicas para transformar series en estacionarias
Modelo de autoregresión (AR) y métricas de evaluación
Ejercicio aplicado. Modelo AR
Modelo de media móvil (MA) y media móvil autorregresiva (ARMA)
Ejercicio aplicado MA y ARMA
Modelo de ARIMA y autoARIMA
Modelo de SARIMA y auto SARIMA
Ejercicio aplicado. ARIMA y SARIMA
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
What will I get if I purchase a Guided Project?
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Are Guided Projects available on desktop and mobile?
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Who are the instructors for Guided Projects?
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Can I download the work from my Guided Project after I complete it?
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What is the refund policy?
Is financial aid available?
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Can I audit a Guided Project and watch the video portion for free?
Auditing is not available for Guided Projects.
How much experience do I need to do this Guided Project?
At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Can I complete this Guided Project right through my web browser, instead of installing special software?
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
What is the learning experience like with Guided Projects?
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
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