This machine learning project using python in Hindi is created to give you a complete understanding on how machine learning problems are tackled in real world scenarios. Download the Jupyter notebook, data and code from links below.
We will understand the problem of a real estate company from its CEO and then apply ML to solve it. I have tried to make this video interactive and interesting by adding cartoon characters/animations. In this project I will be walking you through analyzing the problem from collecting data, importing it to a Jupyter notebook, looking for promising attributes, finding out correlations, plotting graphs, creating a pipeline, dealing with missing values and much more. At the end we present the problem to the real estates company who will use the model for predicting house prices given a set of features. I will teach you how concepts like cross validation, train-test splitting, stratified shuffle split, cross validation and sampling work in action. Indeed a very long video but packed with my years of learning!
►Source Code, Data & Jupyter Notebook: http://codewithharry.com/videos/ml-tutorials-in-hindi-20
►This video is a part of my Machine Learning Using Python Playlist- https://www.youtube.com/playlist?list=PLu0W_9lII9ai6fAMHp-acBmJONT7Y4BSG
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