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    Advanced Certificate Program in Data Science & AI

    BY
    Henry Harvin , IIT Guwahati (IITG)

    Brochure Enquire
    Mode

    Online

    Duration

    192 Hours

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study, Virtual Classroom
    Mode of Delivery Video and Text Based

    Course and certificate fees

    certificate availability

    Yes

    certificate providing authority

    Henry Harvin

    The syllabus

    Module 1: Introduction to Data Science

    • Understanding Data Science
    • Data Analysis in Excel
    • Analytics Problem Solving
    • Quiz Module 1

    Module 2: Introduction to python Exploratory

    • Data Tool-Kit Data Analysis using SQL
    • Introduction to Python Exploratory
    • Data Analysis Inferential Statistics Hypothesis Testing
    • Quiz Module 2

    Module 3: Getting And Cleaning Data

    • Components of complete Data Set - Raw data, codebooks
    • How to collect, clean and share data
    • Quiz Module 3

    Module 4: Exploratory Data Analsis, Research and Statistical Inference

    • Understanding multivariate statistical techniques
    • Know various plotting systems in different programming languages
    • Learn different statistical analysis tools
    • How to publish Data Analysis
    • How to take informed and accurate decisions
    • Quiz Module 4

    Module 5: Regression Models and Practical Machine Learning

    • Model selection and novel uses of regression models
    • Building prediction functions — Data collection, feature creation
    • How to apply Algorithms and learning how to do evaluation
    • Quiz Module 5

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