Making predictions using python|Python for prediction|Multiple regression analysis interpretation
Making predictions using python| Python for prediction| Multiple regression analysis interpretation video would help you guys understand how to perform multiple linear regression model building in python step by step. It will walk you through the steps involved in predictive analysis using python and would help understand an end to end regression model. This video will help you getting started with regression analysis and perform end to end prediction using python.
We would be trying to predict car price using python in this video, and the following are the contents in it.
00:00 – Introduction to Multiple Linear Regression using python
00:42 – Overview of the data set
01:05 – Setting up python environment (Anaconda – Jupyter Notebook)
02:27 – Data extraction
04:24 – Data pre-processing
05:19 – Encoding data
05:50 – Outlier analysis
06:57 – Multicollinearity
08:05 – Train and test data split
08:41 – Model building
11:23 – Model diagnostics
12:47 – Prediction
14:05 – Thank you note
Connect with me:
LinkedIn: / ponshankar-palanivel
Twitter: (@PonshankarP): https://twitter.com/PonshankarP?s=09
Useful Links:
Kaggle link: https://www.kaggle.com/nehalbirla/veh...
Anaconda download link: https://www.anaconda.com/products/ind...
Please comment your questions below, and I will try my best to clarify it.
#PredictiveAnalysisUsingPython #ModelBuildingInPython #EndToEndRegressionModel #MultipleLinearRegression #StatisticalModeling #CarPricePrediction #PredictiveModeling #EndToEndPredictionUsingPython #StepByStepRegression #DataScience #Python #JupyterNotebook #PricePrediction #HandsOnPredictiveModeling
Credits - bensound, kaggle - Nehal Birla