What is Business Analytics?

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Need of Business Analytics

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Types of Business Analytics

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Tools and Techniques

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Introduction to Python

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Variables and Operators

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Data Structures

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Control Flow Statements

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OOPs Concepts

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Numpy

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Pandas

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Matplotlib

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Seaborn

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Key Terms

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Descriptive Statistics

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Inferential Statistics

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Hypothesis Testing

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Introduction Machine Learning

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Types of Machine Learning

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Regression

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Decision Trees

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Support Vector Machine

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KNN

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Clustering

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Ensemble Learning

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Implementation Using Scikit-learn

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Introduction to Data Visualization

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Data Handling

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Summaries

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Building Reports and Maps

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Table Creation

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Using Parameters

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Building Interactive Dashboards

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Building Stories

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Working with Data and Sharing

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Basics of R

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Statistics Using R

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Data Visualization

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Machine Learning with R

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