CRC Press

Data-Driven Modelling and Predictive Analytics in Business and Finance: Concepts, Designs, Technologies, and Applications

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Learn predictive analytics and data modeling techniques to enhance business and financial decision-making.

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Additional information

Additional information

Authors

Alex Khang, Hayri Uygun, R. K. Tailor & Sanjaya Singh Gaur, Rashmi Gujrati

Publisher

CRC Press

Published On

2025

Language

English

Format

pdf

Size (MB)

55.21 MB

Rating

⭐️⭐️⭐️⭐️⭐️ 4.398

Description

Data-Driven Predictive Analytics Course

Data-Driven Predictive Analytics Course offers a comprehensive journey into modern business and financial analytics. This course is designed to help professionals and students harness the power of data modeling and predictive analytics to make informed decisions. Whether you aim to enhance your career in finance, business intelligence, or data science, this course equips you with the essential tools and practical knowledge for real-world applications.

Course Description

In this course, you will explore the concepts, designs, technologies, and applications of data-driven modeling and predictive analytics in business and finance. You will gain hands-on experience with advanced analytical methods, including regression analysis, machine learning models, and forecasting techniques. Additionally, the course emphasizes practical business scenarios, ensuring that you can implement predictive strategies effectively.

By the end of this course, you will be able to design predictive models, analyze financial data, and generate actionable insights that drive business decisions. You will also understand the integration of data analytics technologies into organizational workflows, making you a valuable asset for any data-driven enterprise.

What You’ll Learn

  • Core principles of data-driven modeling and analytics
  • Predictive analytics techniques for business and finance
  • Designing and implementing regression and classification models
  • Utilizing machine learning algorithms for forecasting
  • Evaluating model performance and improving predictive accuracy
  • Applications of analytics in financial decision-making
  • Integration of analytics tools into business workflows

Requirements

  • Basic understanding of business, finance, or data analytics
  • Familiarity with spreadsheets, Python, or R programming is recommended
  • Access to data analysis software such as Excel, Python, or R

About the Publication

This course was developed by leading experts in data analytics and financial modeling. It combines academic research with practical industry insights, ensuring that learners acquire both theoretical understanding and applied skills. The authors have extensive experience in delivering corporate training and academic courses globally.

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Additional information

Authors

Alex Khang, Hayri Uygun, R. K. Tailor & Sanjaya Singh Gaur, Rashmi Gujrati

Publisher

CRC Press

Published On

2025

Language

English

Format

pdf

Size (MB)

55.21 MB

Rating

⭐️⭐️⭐️⭐️⭐️ 4.398

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