Iris Dataset Analysis (Classification) | Machine Learning | Python
⭐️ Content Description ⭐️ In this video, I have analyzed the iris dataset in python with various techniques like EDA, Correlation Matrix, etc., The dataset has been trained with different models and got some good accuracy. You can check the testing and deployment of the model in the following video. Iris Dataset Test & Deploy Tutorial: • How to Deploy Machine Learning Model using... Text-based Tutorial: https://www.hackersrealm.net/post/iri... Dataset link: https://www.kaggle.com/uciml/iris GitHub Code Repo: http://bit.ly/mlcoderepo 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/con... 📷 Instagram: / aswintechguy 🔣 Linkedin: / aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: • Iris Dataset Analysis (Classification) | M... ⚡️ 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 Iris Dataset Analysis 01:24 Import modules and load data using pandas 04:27 Delete unnecessary column in Iris dataset 05:11 Statistics data information 07:01 Preprocessing the Iris dataset 07:57 Exploratory Data Analysis of Iris dataset 16:32 Correlation matrix for iris dataset 20:51 Label Encoding for output class 23:20 Splitting the data for training & testing 25:34 Model Training & Testing for iris species classification 31:45 End #irisdatasetanalysis #machinelearning #hackersrealm #classification #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
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