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Introduction to Business Analytics 4
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What is Business Analytics?Lecture1.1
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Need of Business AnalyticsLecture1.2
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Types of Business AnalyticsLecture1.3
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Tools and TechniquesLecture1.4
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Basics of Python 9
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Introduction to PythonLecture2.1
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Variables and OperatorsLecture2.2
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Data StructuresLecture2.3
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Control Flow StatetmentsLecture2.4
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OOPs ConceptsLecture2.5
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NumpyLecture2.6
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PandasLecture2.7
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MatplotlibLecture2.8
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SeabornLecture2.9
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Statistics for Business 4
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Key TermsLecture3.1
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Descriptive StatisticsLecture3.2
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Inferential StatisticsLecture3.3
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Hypothesis TestingLecture3.4
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Predictive Analytics & Machine Learning 9
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Introduction Machine LearningLecture4.1
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Types of Machine LearningLecture4.2
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RegressionLecture4.3
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Decision TreesLecture4.4
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Support Vector MachineLecture4.5
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KNNLecture4.6
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ClusteringLecture4.7
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Ensemble LearningLecture4.8
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Implementation Using Scikit-learnLecture4.9
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Data Visualization Using Tableau 9
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Introduction to Data VisualizationLecture5.1
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Data HandlingLecture5.2
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SummariesLecture5.3
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Building Reports and MapsLecture5.4
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Table CreationLecture5.5
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Using ParametersLecture5.6
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Building Interactive DashboardsLecture5.7
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Building StoriesLecture5.8
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Working with Data and SharingLecture5.9
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Data Analysis Using R 4
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Basics of RLecture6.1
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Statistics Using RLecture6.2
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Data VisualizationLecture6.3
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Machine Learning with RLecture6.4
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Capstone Project #1 0
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Capstone Project #2 0
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