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House Price Prediction

House Price Prediction

Rp 1299

Rp 4999

In this project we use the dataset to follow a test-driven approach and build a regression machine learning model to predict the price of the house based on other variables.

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 6
Total quizzes 0
Total duration 01:08:30 Hours
Total enrolment 595
Number of reviews 84
Avg rating
Short description In this project we use the dataset to follow a test-driven approach and build a regression machine learning model to predict the price of the house based on other variables.
Outcomes
  • Understanding the business problem.
  • Importing the dataset and required libraries.
  • Performing basic Exploratory Data Analysis (EDA).
  • Using python libraries such as matplotlib and seaborn for data interpretation and advanced visualizations.
  • Splitting Dataset into Train and Test using various sampling techniques
  • Training multiple models using different Machine Learning Algorithms
  • Understanding feature scaling importance and applying them if required.
  • Tuning hyper-parameters of models to achieve optimal performance.
Requirements
  • Basic Programming Knowledge
  • Machine Learning Enthusiast