Course Content
The Field of Data Science – Connecting the Data Science Disciplines
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The Field of Data Science – The Benefits of Each Discipline
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The Field of Data Science – Popular Data Science Tools
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The Field of Data Science – Careers in Data Science
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The Field of Data Science – Debunking Common Misconceptions
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Part 3 Statistics
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Statistics – Practical Example Descriptive Statistics
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Statistics – Inferential Statistics Confidence Intervals
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Statistics – Practical Example Inferential Statistics
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Statistics – Practical Example Hypothesis Testing
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Python – Other Python Operators
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Advanced Statistical Methods – Multiple Linear Regression with StatsModels
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Advanced Statistical Methods – Other Types of Clustering
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Part 7 Deep Learning
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Case Study – Preprocessing the ‘Absenteeism_data’
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The Data Science Course: Complete Data Science Bootcamp 2024
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Exercise Files
003 Country-clusters-standardized.csv
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