Kapalı

Need a predictive model for predicting sales prices using python

Project Description:

I have a CSV file of sold properties in my city within the United States. There are 100s of thousands of records which can be selected from in my system.

I need an accurate predictive model to predict the following target variables:

1. Closed sales price of a house.

2. Closed sale price of a rental.

3. Closed sale price of a Hi-Rise Condominium

4. Closed sale price of a Townhouse

5. Number of days it takes to sell each of the above named categories.

Tasks:

Gathering the dataset:

Text mine property description for more data points.

Webscrape web pages for School data, crime rates, income levels.

Data preparation such as removing erroneous values, preparing flag variables, z-standardization, min-max standardization, prevent over-fitting using proper techniques (i.e. L-regulation, cross-validation, etc.), remove correlated variables, calculate accuracy of models to improve and obtain the best model, Explore different models to see which is best (i.e. Log Regression, MLP, KNN, Decision Trees, etc.)

Deliverables:

1. One predictive model for each target variable named above which has been tested and optimized to the best accuracy and not over-fitted.

2. All code provided so that I can use it in my applications. Request Jupyter Notebook format.

3. 90 days technical support for questions about the code or process.

Beceriler: Python, Machine Learning (ML), Algoritma, Predictive Analytics, Veri Madenciliği

Daha fazlasını gör: python find string csv file, python script output csv file, python script handle csv file, python script modify csv file, python script search csv file, python script export csv file, computer sales services using vbnet project, python scrape table csv file, python read modify csv file, predicting stock prices using technical analysis and machine learning, predictive modeling using python, predicting sports outcomes using python and machine learning, python sort large csv file, how to build a predictive model in python, sales prediction using python, build a predictive model using python and sql server ml services, python read large csv file in chunks, alarm clock using python project, face recognition based attendance system using python project report, python break up csv file

İşveren Hakkında:
( 0 değerlendirme ) Houston, United States

Proje NO: #32231729

Bu iş için 23 freelancer ortalamada $543 teklif veriyor

AwaisChaudhry

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