Advanced Time Series Forecasting with SQL Server
Offered By: Pluralsight
Course Description
Overview
Unlock the future of time series analytics with SQL Server. This
course will teach you advanced time series forecasting techniques.
Accurately predicting market trends and product demand is crucial for maintaining a competitive advantage. However, many companies struggle to leverage their historical data effectively for future planning, leading to mismanagement and missed opportunities. In this course, Advanced Time Series Forecasting with SQL Server, you’ll gain the ability to utilize SQL Server for sophisticated forecasting and data analysis. First, you’ll explore time series data fundamentals, as well as the importance of time series data in forecasting. Next, you’ll discover how to implement ARIMA and SARIMA models in SQL Server for accurate trend and seasonal pattern analysis. Finally, you’ll learn how to evaluate the accuracy of your forecasting models and apply these insights to real-world business scenarios. When you’re finished with this course, you’ll have the skills and knowledge of advanced time series forecasting needed to make data-driven decisions that enhance inventory management, marketing strategies, and overall business performance.
course will teach you advanced time series forecasting techniques.
Accurately predicting market trends and product demand is crucial for maintaining a competitive advantage. However, many companies struggle to leverage their historical data effectively for future planning, leading to mismanagement and missed opportunities. In this course, Advanced Time Series Forecasting with SQL Server, you’ll gain the ability to utilize SQL Server for sophisticated forecasting and data analysis. First, you’ll explore time series data fundamentals, as well as the importance of time series data in forecasting. Next, you’ll discover how to implement ARIMA and SARIMA models in SQL Server for accurate trend and seasonal pattern analysis. Finally, you’ll learn how to evaluate the accuracy of your forecasting models and apply these insights to real-world business scenarios. When you’re finished with this course, you’ll have the skills and knowledge of advanced time series forecasting needed to make data-driven decisions that enhance inventory management, marketing strategies, and overall business performance.
Syllabus
- Course Overview 1min
- Implementing and Refining Forecasting Models 23mins
- Evaluating and Deploying Forecasting Models 10mins
Taught by
Mohamed Echout
Related Courses
Прикладные задачи анализа данныхMoscow Institute of Physics and Technology via Coursera Time Series Forecasting
Udacity Deep Learning Explained
Microsoft via edX Business Analytics & Data Mining Modeling using R Part II
Indian Institute of Technology Roorkee via Swayam Predictive Analytics for Business
Tableau via Udacity