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    3. Complete Linear Regression in Python: Statistics and Coding

    Complete Linear Regression in Python: Statistics and Coding

    Posted By: Sigha
    Date: 5 Jul 2020 20:52:11
    Complete Linear Regression in Python: Statistics and Coding

    Complete Linear Regression in Python: Statistics and Coding
    Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 895 MB
    Genre: eLearning Video | Duration: 18 lectures (1 hour, 23 mins) | Language: English

    Linear Regression gradient descent both statistics and python coding focused on interview questions for data science

    What you'll learn

    Linear regression statistics basics
    Assumptions of linear regression hypothesis testing sampling
    Program your own version of a linear regression model in Python
    Derive and solve a linear regression model, and apply it appropriately to data science problems

    Requirements

    Jupyter notebook and simple python programming

    Description

    Hi Everyone welcome to new course which is created to sharpen your linear regression and statistical basics. linear regression is starting point for a data science this course focus is on making your foundation strong for deep learning and machine learning algorithms. In this course I have explained hypothesis testing, Unbiased estimators, Statistical test , Gradient descent. End of the course you will be able to code your own regression algorithm from scratch.

    Who this course is for:

    Python developers curious about data science
    data science and machine leaning engineers

    Complete Linear Regression in Python: Statistics and Coding


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