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Regression Analysis for Business Managers in Python and R
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Description

Regression analysis is the most common tool at the disposal of anyone looking to analyze data. If you are looking to derive meaning insights from your data, then this course is for you.

3 reasons this course is unique:

You learn not only techniques, but you also learn about Business. The intuition tutorials have their beginning dedicated to explaining to you the relevance of the business problem. By the end of the course, you will be able to discuss matters with your stakeholders related to Pricing or Customer Churn.

Real-life experience. Coding a Regression is a matter of just a couple of lines of code. However, life is not that simple. Almost always, you get a dirty dataset that you need to transform and manipulate to make it a usable and useful dataset. The practice tutorials mirror that experience. We will go through standard techniques to:

    Transform data
    Visualize outliers
    Assess which variables are the best to use.

We code together. In R or Python, I will guide you every step of the way, explaining all steps required to make an excellent regression analysis.

Did I pique your interest? I am looking forward to seeing you inside the course.
Who this course is for:

    Professionals looking to learn about regression analysis
    Graduates wanting to have a practical view on Regressions
    Business Managers looking into their first steps into Data Science

Requirements

    Basic math: mean, median, standard deviation

Last Updated 7/2021

[TutsNode.com] - Regression Analysis for Business Managers in Python and R/04 Linear Regression - R/015 How much would my apartment cost_.mp470.18 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/05 Logistic Regression - Intuition/006 Over vs underfitting & Bias Variance trade off.mp410.82 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/05 Logistic Regression - Intuition/003 Preventing Churn.mp410.27 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/02 Linear Regression - Intuition/013 Case study briefing.mp410.05 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/02 Linear Regression - Intuition/009 (Adjusted) R-squared.mp49.93 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/02 Linear Regression - Intuition/001 Linear Regression objectives.mp48.6 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/02 Linear Regression - Intuition/011 Outliers.mp47.08 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/05 Logistic Regression - Intuition/001 Logistic Regression Objectives.mp47.06 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/05 Logistic Regression - Intuition/005 Training and test set.mp45.95 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/02 Linear Regression - Intuition/002 What influences pricing.mp45.84 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/02 Linear Regression - Intuition/012 Linear regression step by step guide.mp45.39 MiB
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[TutsNode.com] - Regression Analysis for Business Managers in Python and R/05 Logistic Regression - Intuition/008 Logistic Regression - step by step guide.mp43.82 MiB