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    Data Analysis with Python

    BY
    SkillUp Online via FutureSkills

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    Mode

    Online

    Duration

    9 Hours

    Fees

    ₹ 2999

    Inclusive of GST

    Quick Facts

    particular details
    Medium of instructions English

    Course and certificate fees

    Fees information
    ₹ 2,999  (Inclusive of GST)
    certificate availability

    Yes

    certificate providing authority

    FutureSkills +1 more

    The syllabus

    Module 1

    • Introduction Learning Objectives Understanding the Domain Understanding the Dataset Python package for data science Importing and Exporting Data in Python Basic Insights from Datasets

    Module 2

    • Data Wrangling Identify and Handle Missing Values Data Formatting Data Normalization Sets Binning Indicator variables

    Module 3

    • Exploratory Data Analysis Descriptive Statistics Basic of Grouping ANOVA Correlation 2

    Module 4

    • Model Development Simple and Multiple Linear Regression Model Evaluation using Visualization Polynomial Regression and Pipelines R-squared and MSE for In-Sample Evaluation Prediction and Decision Making

    Module 5

    • Working with Data in Python Model Evaluation Over Fitting, Under fitting and Model Selection Ridge Regression Grid Search Model Refinement

    Exam

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