Bigmart Sales Prediction Analysis (Regression) | Machine Learning | Python

⭐️ Content Description ⭐️
In this video, I have explained about bigmart sales prediction analysis that includes data exploration, preprocessing, creating new attributes, exploratory data analysis, model training, etc., This project focus morely on advanced preprocessing techniques that will be useful in various competitions.
GitHub Code Repo: http://bit.ly/mlcoderepo
Dataset: https://www.kaggle.com/devashish0507/big-mart-sales-prediction

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🕒 Timeline
00:00 Introduction to Big mart Sales Prediction Analysis
02:22 Import modules and load data using pandas
04:19 Statistics data information
06:50 Preprocessing the big mart sales data
26:41 Creation of new attributes for big mart sales
32:57 Exploratory Data Analysis of big mart sales
41:26 Correlation matrix for big mart sales
43:25 Label Encoding for data preprocessing
46:42 One Hot Encoding for data preprocessing
49:39 Splitting the data for training & testing
51:16 Model Training & Testing for big mart sales

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