Kostenloser Begleitkurs
Time Series Forecasting
Use models to forecast the future
Nanodegree-Programm
Predictive Analytics
Lerne, Daten zu lesen und zur Grundlage künftiger Entscheidungen zu machen!
Im Schnellverfahren zur Karriere, die dir vorschwebt.
Über diesen Kurs
The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts. You will learn:
- The key components of time series data and forecasting models
- How to use ETS (Error, Trend, Seasonality) models to make forecasts
- How to use ARIMA (Autoregressive, Integrated, Moving Average) models to make forecasts
Throughout this course you’ll also learn the techniques to apply your knowledge in a data analytics program called Alteryx.
This course is part of the Business Analyst Nanodegree Program.
Kursgebühren
Kostenlos
Zeitachse
Ca. 3 weeks
Niveau
Fortgeschrittene
Vorteile
Rich Learning Content
Interactive Quizzes
Taught by Industry Pros
Self-Paced Learning
Student Support Community
Begib' dich auf den Weg des Erfolgs
Dieser kostenlose Kurs ist der erste Schritt auf dem Weg zu einer neuen Karriere mit dem Predictive Analytics Programm.
Kostenlose Kurse
Time Series Forecasting
Erweitere deine Fähigkeiten und Karriere durch innovatives und unabhängiges Lernen.
Tutoren
Tony Moses
Instructor
Was du lernst
lesson 1
Time Series Fundamentals
- Learn what attributes make data a time series.
- Get introduced to a variety of simple forecasting methods.
- Learn about seasonality, trends, and cyclical patterns.
lesson 2
ETS Models
- Learn how to build and use ETS models.
- Use decomposition plots to visualize time series data.
- Get practice building an ETS model in Alteryx.
lesson 3
ARIMA Models
- Learn how to build and use ARIMA models.
- Learn the techniques used in seasonal and non-seasonal ARIMAs.
- Get practice building an ARIMA model in Alteryx.
lesson 4
Analyzing and Visualizing Results
- Learn how to interpret time series model results.
- Learn how to use holdout samples to compare forecasting models.
- Visualize your forecasts through various plots.
Voraussetzungen
- No programming experience required.
- Interested in using data to make better business decisions.
- Alteryx license (provided to Nanodegree students at no cost, compatible with Windows only)
Was spricht für diesen Kurs?
Predictive analytics has proved to be a powerful tool to help businesses analyze data and predict future outcomes and trends. Making forecasts using Profis analytics is crucial in today’s data-driven economy.
In this course, you’ll learn how to use Profis forecasting models to predict the future. You'll learn this through improving your fluency in Alteryx, a data analytics tool that enables you prepare, blend, and analyze data quickly.
This course is ideal for anyone who is interested in pursuing a career in business analysis, but lacks programming experience.