Mastering Data Analysis Using Python: Practical Skills and Projects"
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1
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Introduction to Course
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Course Content
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2
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Introduction to Numpy
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key Features
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Array vs List
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Array Attributes
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Array Slicing Reshaping
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Stacking Adding
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Copy View
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Advance Slicing
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Universal Functions
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Missing Data
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3
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Introduction to Pandas
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Dataframe Methods
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Install Import Read
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Data Filtration
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Sorting Data
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Casting Types
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Arithmetic Operations
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Concat Data
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Duplicate Handling
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Missing Handle
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Groupby Aggregate
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4
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Introduction to Plotly
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Fundamentals Plotly
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Scatter Line Plots
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Pie Bar Histogram Plots
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Cutomizable Plots
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Interactive Subplots
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5
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introduction to project
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key Features
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Pre Processing
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Top Installed Categories
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Top Installed Apps
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Top Rated Apps
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Distribution Free vs Paid
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Rating in Free vs Paid
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Price Free vs Paid