Coursera – Analyzing Time Series and Sequential Data Specialization

Enhance your skills with SAS Visual Forecasting

What you’ll learn
Using SAS Visual Forecasting and other SAS tools, you will learn to explore time
series, create and select features, build and manage a large-scale forecasting
system, and use a variety of models to identify, estimate and forecast signal
components of interest.

Applied Learning Project
In this specialization’s project, learners will discover signal components in high value series then specify custom specifications appropriate for these series. These custom specifications are incorporated into a large scale forecasting system that learners create to automate the process of model generation, model selection and forecasting. Learners accommodate recurrent events and anomalies in the process generating the data to refine the automatic forecasting system .

Skills you’ll gain
Statistical Methods
Feature Engineering
Dimensionality Reduction
Anomaly Detection
Regression Analysis
Advanced Analytics
Automation
Predictive Modeling
Applied Machine Learning
Forecasting
Data Analysis
Statistical Modeling
Statistical Analysis
Unsupervised Learning
Bayesian Statistics
Time Series Analysis and Forecasting
Data Processing
SAS (Software)
Exploratory Data Analysis
Data Transformation

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