Linear Regression Machine Learning Method Using Scikit-learn & Pandas in Python – Tutorial 30




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In this tutorial on Python for Data Science, You will learn about Multiple linear regression Model using Scikit learn and pandas in Python. You will learn about how to check missing data and Correlation.

This is the 30th Video of Python for Data Science Course! In This series I will explain to you Python and Data Science all the time! It is a deep rooted fact, Python is the best programming language for data analysis because of its libraries for manipulating, storing, and gaining understanding from data. Watch this video to learn about the language that make Python the data science powerhouse. Jupyter Notebooks have become very popular in the last few years, and for good reason. They allow you to create and share documents that contain live code, equations, visualizations and markdown text. This can all be run from directly in the browser. It is an essential tool to learn if you are getting started in Data Science, but will also have tons of benefits outside of that field. Harvard Business Review named data scientist “the sexiest job of the 21st century.” Python pandas is a commonly-used tool in the industry to easily and professionally clean, analyze, and visualize data of varying sizes and types. We’ll learn how to use pandas, Scipy, Sci-kit learn and matplotlib tools to extract meaningful insights and recommendations from real-world datasets.

Download Link for Cars Data Set:
https://www.4shared.com/s/fWRwKoPDaei

Download Link for Enrollment Forecast:
https://www.4shared.com/s/fz7QqHUivca

Download Link for Iris Data Set:
https://www.4shared.com/s/f2LIihSMUei
https://www.4shared.com/s/fpnGCDSl0ei

Download Link for Snow Inventory:
https://www.4shared.com/s/fjUlUogqqei

Download Link for Super Store Sales:
https://www.4shared.com/s/f58VakVuFca

Download Link for States:
https://www.4shared.com/s/fvepo3gOAei

Download Link for Spam-base Data Base:
https://www.4shared.com/s/fq6ImfShUca

Download Link for Parsed Data:
https://www.4shared.com/s/fFVxFjzm_ca

Download Link for HTML File:
https://www.4shared.com/s/ftPVgKp2Lca

Source


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Comment List

  • TheEngineeringWorld
    November 24, 2020

    is ix an obsolute function in python3? i some how cant get through

  • TheEngineeringWorld
    November 24, 2020

    'DataFrame' object has no attribute 'ix'
    how to resolve this sir

  • TheEngineeringWorld
    November 24, 2020

    While running the code –
    enroll_data = enroll.ix[:(2,3)].values

    I'm receiving the following error–
    AssertionError: End slice bound is non-scalar

    Running this using Python 3.8. Could you please help me understand ?

  • TheEngineeringWorld
    November 24, 2020

    Your lecture sounds good, but why is it unnecessarily complicated to download the simple source files come on guys! This should be the easiest thing to do but I have to be redirected endlessly, and having to watch crap porn images I didn't request for. Please fix

  • TheEngineeringWorld
    November 24, 2020

    why did you scale them you didnt mention the reason sir

  • TheEngineeringWorld
    November 24, 2020

    yntaxError: (unicode error) 'unicodeescape' codec can't decode bytes in position 2-3: truncated UXXXXXXXX escape
    what i have to do with with this error?

  • TheEngineeringWorld
    November 24, 2020

    What if are not we free of missing values?

  • TheEngineeringWorld
    November 24, 2020

    it gives syntax error when I write print enroll.corr() or print LineReg.score(x,y)
    can someone help me out please?

  • TheEngineeringWorld
    November 24, 2020

    if u refer to a previous video could you include a link?

  • TheEngineeringWorld
    November 24, 2020

    is it necessary to use CSV file formats for data, or can we fetch data from database and assign column values to lists and work with it

  • TheEngineeringWorld
    November 24, 2020

    less adverstisement pls

  • TheEngineeringWorld
    November 24, 2020

    Choosing a Machine Learning Project: https://www.youtube.com/watch?v=6v74fTej2xI

  • TheEngineeringWorld
    November 24, 2020

    LinearRegression(Normalize =True).What is the use of Normalize here and why we need it here

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