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Data Science with Python & Pandas
Learn to wrangle datasets, produce insightful visualisations with Matplotlib & Seaborn, and build predictive models using Scikit-learn.
Course Contents
4 Modules
14 Lessons
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Arrays and OperationsLesson
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Indexing and SlicingLesson
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Broadcasting and VectorisationLesson
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DataFrames and SeriesLesson
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Data Cleaning and Missing ValuesLesson
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GroupBy and AggregationLesson
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Merging and Joining DataFramesLesson
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Matplotlib BasicsLesson
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Advanced Seaborn PlotsLesson
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Interactive Charts with PlotlyLesson
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What is Machine Learning?Lesson
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Linear RegressionLesson
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Classification with Logistic RegressionLesson
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Model Evaluation MetricsLesson
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