Analyzing Time Series and Sequential Data

SAS via CourseraSpecs

Go to Course: https://www.coursera.org/specializations/time-series-sequential-data

Introduction

### Course Review: Analyzing Time Series and Sequential Data on Coursera #### Overview The *Analyzing Time Series and Sequential Data* course offered by SAS on Coursera is a comprehensive program designed for individuals looking to enhance their data analysis skills, particularly in the context of time series forecasting and sequential data. With the rise of Big Data, having the ability to analyze and forecast time-dependent data is a highly sought-after skill in numerous fields including finance, retail, and economics. This course provides a solid foundation in these essential techniques through hands-on learning and practical applications using SAS Visual Forecasting. #### Course Syllabus The course features three key components, each focusing on different aspects of time series analysis: 1. **Creating Features for Time Series Data** - **Details**: This module emphasizes data exploration, feature engineering, and selection techniques specifically tailored for time series data. Participants will learn to identify important features that drive forecasting accuracy. - **Link**: [Creating Features for Time Series Data](https://www.coursera.org/learn/time-series-features) 2. **Building a Large-Scale, Automated Forecasting System** - **Details**: This section teaches participants how to develop and maintain a large-scale forecasting system utilizing SAS Visual Forecasting tools. The course explains integrating different data sources and creating workflows for automated forecasting. - **Link**: [Building a Large-Scale, Automated Forecasting System](https://www.coursera.org/learn/large-scale-forecasting-sas-viya) 3. **Modeling Time Series and Sequential Data** - **Details**: In this final module, students will gain insights into building and refining models for time series data. The focus here is on extrapolating forecasts and interpreting the results of various modeling approaches suitable for sequential data. - **Link**: [Modeling Time Series and Sequential Data](https://www.coursera.org/learn/modeling-time-series-and-sequential-data) #### Course Experience The structure of the course is intuitive and user-friendly, allowing participants to progress at their own pace. Each module is filled with engaging video lectures, interactive quizzes, and hands-on projects that reinforce the learned concepts. SAS’s practical approach helps learners apply theory directly in real-world scenarios. The emphasis on SAS Visual Forecasting tools gives participants a competitive edge since SAS is renowned for its powerful analytics capabilities. The course materials are particularly rich in examples, case studies, and datasets, which aids in understanding complex concepts easily. #### Recommendation I highly recommend the *Analyzing Time Series and Sequential Data* course for anyone seeking to deepen their understanding of time series analysis, whether you are a beginner looking to start or a professional aiming to enhance your skill set. What sets this course apart is the focus on feature engineering and the use of SAS software - both of which are integral to successful forecasting in today's data-driven environments. Additionally, the automated approach taught in this course provides insights into how to handle large datasets efficiently, an invaluable skill in the industry. Whether you're in academia or the corporate world, mastering the techniques taught in this course will undoubtedly elevate your analytical capabilities. Enroll today and take the first step toward becoming an expert in time series forecasting! For more details, visit the course page and kickstart your learning journey: [Analyzing Time Series and Sequential Data](https://www.coursera.org/learn/analyzing-time-series-sequential-data).

Syllabus

https://www.coursera.org/learn/time-series-features

Creating Features for Time Series Data

Offered by SAS. This course focuses on data exploration, feature creation, and feature selection for time sequences. The topics discussed ...

https://www.coursera.org/learn/large-scale-forecasting-sas-viya

Building a Large-Scale, Automated Forecasting System

Offered by SAS. In this course you learn to develop and maintain a large-scale forecasting project using SAS Visual Forecasting tools. ...

https://www.coursera.org/learn/modeling-time-series-and-sequential-data

Modeling Time Series and Sequential Data

Offered by SAS. In this course you learn to build, refine, extrapolate, and, in some cases, interpret models designed for a single, ...