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 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult 📷 Instagram: https://www.instagram.com/aswintechguy 🔣 Linkedin: https://www.linkedin.com/in/aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: https://youtu.be/P77bDN7qAlc ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 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 #bikesharingdemand #machinelearning #hackersrealm #regression #deeplearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst