Bike Sharing Demand Analysis (Regression) | Machine Learning | Python

⭐️ Content Description ⭐️
In this video, I have explained about bike sharing demand analysis using python. This is one of the best regression dataset. I have used all the techniques, we have learned so far in this analysis. I have done preprocessing, EDA, one hot encoding, feature selection, cross validation and trained with various models.
Text-based Tutorial: https://www.hackersrealm.net/post/bike-sharing-demand-analysis-using-python
GitHub Code Repo: http://bit.ly/mlcoderepo
Dataset link: https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset

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🕒 Timeline
00:00 Introduction to Bike Sharing Demand Analysis
06:07 Import modules and load data using pandas
09:04 Statistics data information
11:05 Preprocessing the bike sharing demand data
15:59 Exploratory Data Analysis of bike sharing demand
26:44 Correlation matrix for bike sharing demand
30:21 Regression Plot for bike sharing demand
38:31 One Hot Encoding for data preprocessing
44:53 Splitting the data for input & output
45:56 Model Training & Testing for bike sharing demand

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Видео Bike Sharing Demand Analysis (Regression) | Machine Learning | Python канала Hackers Realm