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Introduction to Python for Data Science

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Pre-course survey 2 Modules
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1. Python Basics
Lecture: Hello Python! 1 Module
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Lecture: Variables and Types 1 Module
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Further Readings 1 Module
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2. List - A Data Structure
Lecture: Python Lists 1 Module
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Lecture: Subsetting Lists 1 Module
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Lecture: Manipulating Lists 1 Module
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Further Readings 1 Module
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3. Functions and Packages
Lecture: Functions 1 Module
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Lecture: Methods 1 Module
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Lecture: Packages 1 Module
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Further Readings 1 Module
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4. Numpy
Lecture: Numpy 1 Module
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Lecture: 2D Numpy Arrays 1 Module
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Lecture: Basic Statistics with Numpy 1 Module
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Further Readings 1 Module
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5. Plotting with Matplotlib
Lecture: Basic Plot with matplotlib 1 Module
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Lecture: Histograms 1 Module
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Lecture: Customization 1 Module
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Course Includes

  • 26 Learning Paths
  • 31 Modules