Postgraduate Certificate in Regression Analysis for Data Science

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The Postgraduate Certificate in Regression Analysis for Data Science is a comprehensive course that focuses on advanced statistical modeling techniques using regression analysis. This certification equips learners with essential skills to become proficient data scientists, providing a deep understanding of predictive modeling and its applications in real-world scenarios.

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AboutThisCourse

In today's data-driven world, there is a high demand for professionals who can analyze large and complex datasets to make informed business decisions. This course is designed to meet this industry need, providing learners with a solid foundation in regression analysis techniques and tools, such as linear regression, logistic regression, and multiple regression. By completing this course, learners will be able to apply regression analysis techniques to solve complex data analysis problems and communicate their findings effectively to stakeholders. This certification is an excellent way for professionals to advance their careers in data science, analytics, and related fields.

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CourseDetails

• Basic Regression Concepts
• Simple Linear Regression
• Multiple Linear Regression
• Regression Diagnostics
• Generalized Linear Models
• Logistic Regression
• Regularization Techniques (Lasso, Ridge, Elastic Net)
• Non-linear Regression
• Time Series Analysis
• Advanced Regression Topics (e.g. Hierarchical, Interaction Terms)

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  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £140
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
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StandardMode GBP £90
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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POSTGRADUATE CERTIFICATE IN REGRESSION ANALYSIS FOR DATA SCIENCE
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London School of International Business (LSIB)
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05 May 2025
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