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Summer is the best season in the real estate market and housing prices vary based on a number of features. Data from 2 such Summers is taken about the Kings County Housing Prices. Two Jupyter Notebooks depicting the various Regression models is used to depict how the number of bedrooms, waterfront location, total area in square feet, etc. affect the housing prices. Machine Learning with Python is used throughout the course of the project. Jupyter Notebooks give complete detail of implementation.

Jupyter Notebook 100.00%
python applied-machine-learning jupyter-notebook numpy pandas csv dataset matplotlib sklearn regression-models

kings-county-housing-data-regression's Introduction

Hey there ๐Ÿ‘‹

My name is Heta Shah. Welcome to my profile!

I am a recent Graduate from the University of Texas at Dallas. I completed my Masters in Management Information Systems, with a major in Information Technology and Management from Naveen Jindal School of Management. Needless to say, I'm a #faceOfJSOM! I am originally from Mumbai, India and am currently based out of California, USA. I completed my Bachelors in Information Technology, and a technical Diploma in Computer Science from the University of Mumbai, India. Over this time, I have served many positions of responsibilities like Business Analyst Intern at TIBCO Software Inc., Volunteer at ChangingThePresent.org, Data Science Intern at Predactica, Business Associate Intern at Fabstudio, Joint Technical Secretary for RGIT - Students' Council, Editorial Secretary for RGIT - ABIT, and many more. Starting my educational journey in technical fields, I have gradually expanded my horizon to Business and Management. I believe in life-long learning and often find myself trying out a hand at different tools and technologies. I love making new connections and believe in meaningful interactions within and outside my work environment. Looking forward to connecting with you :)

Here are some highlights about me:

  • ๐Ÿ”ญ Currently working on building a career in the fields of Analytics, Data Science with Machine Learning and Business Intelligence.
  • ๐ŸŒฑ Continuously learning Python and SQL coding (PostgreSQL, MySQL) Analysis using MS Excel and Machine Learning algorithms, and visualiation using Tableau and MS Power BI.
  • ๐Ÿ’ฌ Ask me about:
    • my professional journey so far,
    • the books I read,
    • the places I've traveled to,
    • Indian culture and how to cook vegetarian meals,
    • how I love volunteering and giving back to the community,
    • and how I love dancing!
  • ๐Ÿ“ซ How to reach me: (so we can collaborate on cool projects together!):
  • ๐Ÿ˜„ Pronouns: She, Her, Hers
  • โšก Fun fact: I can say "How are you?" in 7 different languages! (English, French, Hindi, Telugu, Tamil, Gujarati, Marathi) :D

PS: This profile is under construction. Any constructive feedback is appreciated!

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