Data Science and Artificial Intelligence Masterclass MCL-DSAI-RFA.v1

Foundation of Regression Analysis

Free

Master the fundamentals of regression analysis, the backbone of predictive modeling in data science. This masterclass blends theory with hands-on practice to help you understand and apply regression techniques with confidence. Ideal for beginners and professionals seeking a strong statistical foundation.

This Course Includes:

1 hour on-demand video | 9 Articles | 2 Downloadable Resources
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Certificate of completion
  • Understand the core concepts of regression.
  • Learn types of regression models.
  • Discover key assumptions behind regression.
  • Explore model evaluation metrics.
  • Apply regression to real-world datasets.
  • Build and fine-tune basic regression models.

Course Curriculum & Resources

  • Basics of Simple and Multiple Linear Regression

  • Building and Evaluating Regression Models with Python

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Instructor Info

  • Instructor Code: ABM10
  • Specialty: Cloud, Data Science & GenAI Expert
  • Experience: Worked with Deloitte Consulting in the USA
  • Education: Holds an MTech in Biomedical Engineering from IIT Bombay.

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Foundation of Regression Analysis

September 27th & 28th 9:00 AM (EST)
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    Certificate Sample

    Frequently Asked Questions

    Look for the "Downloadable Resources" section on the course page.
    Yes! Participants will receive a Masterclass Completion Certificate, validating their understanding of quantum mechanics and bra-ket algebra.
    Basic Python familiarity is helpful but not mandatory; we'll guide you with easy-to-follow code examples.
    Yes, all participants get one year unlimited access to shared code snippets, datasets, and case studies.
    No, while Linear Regression is emphasized, we'll briefly touch on other types like Ridge and Lasso regression.
    Yes, you will receive an official Certificate of Completion after attending both sessions and submitting the mini project.

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    Foundation of Regression Analysis

    Free
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