Advanced Time Series Forecasting with SQL Server from Pluralsight

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.

What's inside

Syllabus

Course Overview

Implementing and Refining Forecasting Models

Evaluating and Deploying Forecasting Models

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Explores time series analytics using SQL Server, which is standard in the industry

Taught by Mohamed Echout, an expert with a recognized industry presence

Includes hands-on labs and interactive materials

Suitable for learners who want to strengthen an existing foundation for intermediate level learning

May require prerequisites for some learners

Requires learners to come in with some background knowledge

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Advanced Time Series Forecasting with SQL Server with these activities:

Time series data analysis exercises

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Practice working with time series data and applying forecasting techniques to improve your understanding of the course material.

Browse courses on Time Series Forecasting

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Create a dataset of time series data.
Apply different forecasting techniques to the dataset, such as ARIMA and SARIMA.
Evaluate the accuracy of your forecasts.

Time Series Forecasting Workshop

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Attend a workshop where you can learn about advanced time series forecasting techniques and apply them to real-world problems.

Browse courses on Time Series Forecasting

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Research different time series forecasting workshops.
Choose a workshop that meets your interests and needs.
Attend the workshop and actively participate in the activities.

Show all two activities

Career center

Learners who complete Advanced Time Series Forecasting with SQL Server will develop knowledge and skills that may be useful to these careers:

Applied Statistician

Applied statisticians leverage their expertise in statistical methods and data analysis to support decision-making. They often work with large datasets, using advanced techniques like time series forecasting to uncover patterns and make predictions. With the help of the Advanced Time Series Forecasting with SQL Server course, you can enhance your skills in time series analysis and modeling, which can be particularly valuable for applied statisticians seeking to advance their careers in various industries like finance, healthcare, and market research.

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Data Analyst

Data analysts play a crucial role in extracting insights from data to support decision-making. They utilize statistical methods, including time series forecasting, to identify trends and patterns in data. By taking the Advanced Time Series Forecasting with SQL Server course, you can strengthen your foundation in time series analysis, enhancing your ability to derive valuable insights and contribute effectively as a data analyst.

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Business Analyst

Business analysts use data to understand business needs and drive decision-making. They employ analytical techniques, including time series forecasting, to analyze market trends, customer behavior, and other business-related data. The Advanced Time Series Forecasting with SQL Server course can equip you with specialized skills in time series forecasting, enabling you to excel as a business analyst in various industries.

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Financial Analyst

Financial analysts use time series forecasting techniques to analyze financial data, predict market trends, and make investment recommendations. The Advanced Time Series Forecasting with SQL Server course can provide you with a solid foundation in time series analysis and modeling, enhancing your ability to make accurate financial forecasts and contribute effectively as a financial analyst.

See salaries and explore the career path for Financial Analyst

Market Researcher

Market researchers utilize time series forecasting to analyze market trends, consumer behavior, and industry dynamics. The Advanced Time Series Forecasting with SQL Server course can enhance your skills in time series analysis, enabling you to derive valuable insights from market data and contribute to effective marketing strategies.

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Sales Analyst

Sales analysts use time series forecasting to analyze sales trends, predict demand, and optimize sales strategies. The Advanced Time Series Forecasting with SQL Server course can provide you with specialized skills in time series analysis and modeling, enabling you to make accurate sales forecasts and contribute to increased sales performance.

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Product Manager

Product managers rely on time series forecasting to analyze product trends, understand customer demand, and make strategic product decisions. The Advanced Time Series Forecasting with SQL Server course can enhance your skills in time series analysis, providing you with valuable insights to drive product development and roadmap planning.

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Statistician

Statisticians utilize time series forecasting to analyze data and make predictions in various fields such as research, healthcare, and finance. The Advanced Time Series Forecasting with SQL Server course can strengthen your foundation in time series analysis and modeling, enabling you to contribute effectively as a statistician.

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Data Scientist

Data scientists use time series forecasting techniques as part of their broader data analysis and modeling responsibilities. The Advanced Time Series Forecasting with SQL Server course may be helpful in building a foundation in time series analysis, providing you with additional skills to enhance your data science capabilities.

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Software Engineer

Software engineers specializing in data analytics and forecasting may find the Advanced Time Series Forecasting with SQL Server course helpful in enhancing their understanding of time series analysis techniques. This knowledge can complement their software development skills and enable them to build more robust and accurate forecasting applications.

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Quantitative Analyst

Quantitative analysts utilize time series forecasting techniques to analyze financial data and make investment decisions. The Advanced Time Series Forecasting with SQL Server course may be helpful in building a foundation in time series analysis, providing you with additional skills to enhance your quantitative analysis capabilities.

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Economist

Economists use time series forecasting to analyze economic trends and make predictions. The Advanced Time Series Forecasting with SQL Server course may be helpful in building a foundation in time series analysis, providing you with additional skills to enhance your economic forecasting abilities.

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Business Intelligence Analyst

Business intelligence analysts leverage time series forecasting techniques to analyze business data and identify trends. The Advanced Time Series Forecasting with SQL Server course may be helpful in building a foundation in time series analysis, providing you with additional skills to enhance your business intelligence capabilities.

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Data Mining Analyst

Data mining analysts use time series forecasting techniques to analyze large datasets and uncover hidden patterns. The Advanced Time Series Forecasting with SQL Server course may be helpful in building a foundation in time series analysis, providing you with additional skills to enhance your data mining capabilities.

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Machine Learning Engineer

Machine learning engineers may find the Advanced Time Series Forecasting with SQL Server course helpful in understanding time series analysis techniques, which can be applied in various machine learning models. This knowledge can complement their machine learning skills and enable them to build more robust and accurate models.

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