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    Quick Facts

    Medium Of InstructionsMode Of LearningMode Of Delivery
    EnglishSelf StudyVideo and Text Based

    Courses and Certificate Fees

    Certificate AvailabilityCertificate Providing Authority
    yesCoursera

    The Syllabus

    Videos
    • Differences among list, NumPy, Pandas and TensorFlow
    • Basic concepts of arrays: Data type, shape, and dimension
    • Special arrays and array indexing
    • Array operatins and broadcasting rule
    • Slicing and flattening arrays
    • Getting summary statistics
    Practice Exercise
    • Week 1 Quiz

    Videos
    • Introducing Pandas Libraries and Series
    • DataFrames: creation and index change
    • DataFrames slicing
    • Sorting DataFrames data
    • DataFrame exercise with Iris data
    • Combining DataFrames based on unique IDI
    • Descriptive statistics and one hot vector
    Practice Exercise
    • Week 2 Quiz

    Videos
    • String concept, indexing and slicing
    • String concatenation and splitting
    • Advanced string slicing
    • Character into ASCII code and f-strings
    • Reading and saving data files
    Practice Exercise
    • Week 3 Quiz

    Videos
    • Preparing canvas and adding subplots
    • Line graphs and bar charts
    • Drawing histograms
    • Scatter plot, box plot and pie chart
    • Drawing with DataFrame data
    • Plotting with Seaborn
    Practice Exercise
    • Week 4 Quiz

    Videos
    • Concept of object oriented programming and creating a class
    • Class inheritance and overriding methods
    • Another example of class inheritance and closing remarks
    Practice Exercise
    • Week 5 Quiz

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