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    Machine Learning with Python All in One Bootcamp

    BY
    GreyCampus

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    Mode

    Online

    Duration

    15 Hours

    Fees

    ₹ 1110

    Quick Facts

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

    Course and certificate fees

    Fees information
    ₹ 1,110
    certificate availability

    Yes

    certificate providing authority

    GreyCampus

    The syllabus

    Introduction to Machine Learning

    • Introduction to Machine Learning 
    • Area of Implementation of Machine Learning
    • Supervised vs Unsupervised Learning

    Introduction to Linear Regression - 1

    • What is Linear Regression?
    • Types of Linear Regression
    • Simple and Multiple Linear Regression

    Introduction to Linear Regression - 2

    • Assumptions and Metrics of Linear Regression
    • Assumptions and Metrics of Multiple Linear Regression

    Introduction to Logistic Regression, Decision Tree and Random Forestccccc

    • What is Logistic Regression?
    • What is Decision Tree?
    • What is Random Forest?

    Deep Learning - 1

    • What is Deep Learning?

    Deep Learning - 2

    • Deep Learning Algorithms
    • Deep Learning Timelines
    • Types of Networks, Supervised/Unsupervised 

    Introduction to K-Nearest Neighbors

    • Introduction to KNN
    • Types of Measures

    Introduction to Support Vector Machines

    • Introduction to SVM
    • Different Kernel Methods

    Market Basket Analysis

    • What is Market Basket Analysis?

    Natural Language Processing - 1

    • What is Natural Language Processing?

    Natural Language Processing - 2

    • Natural Language Understanding and Natural Language Generation
    • Steps in NLP

    Time Series Analysis

    • What is Time Series Analysis?
    • What is ARIMA?
    • What is SARIMA?

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