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Boston House Price Prediction Analysis (Regression) | Machine Learning | Python

⭐️ Content Description ⭐️
In this video, I have explained about boston house price prediction using various analysis and also explained some important concepts like overfitting vs underfitting (or) bias-variance tradeoff. I have done basic pre-processing, EDA, correlation matrix, feature importance, etc.,
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🕒 Timeline
00:00 Introduction to Boston House Price Prediction Analysis
03:33 Import modules and load data using pandas
05:43 Statistics data information
07:30 Preprocessing the boston house price data
08:01 Exploratory Data Analysis of boston house price
15:52 Min max normalization for attributes
18:48 Standardization for attributes
22:47 Overfitting vs Underfitting
26:49 Correlation matrix for boston house price
30:33 Splitting the data for training & testing
31:21 Model Training & Testing for boston house price

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Видео Boston House Price Prediction Analysis (Regression) | Machine Learning | Python канала Hackers Realm
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25 сентября 2020 г. 17:30:02
00:43:11
Hackers Realm
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