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    Advanced Certificate Program in Data Science & AI

    BY
    Henry Harvin , IIT Guwahati (IITG)

    Brochure Enquire
    Mode

    Online

    Duration

    9 Months

    Fees

    ₹ 30000

    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

    Fees information
    ₹ 30,000
    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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