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real_estate_ml
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Machine Learning for Real Estate
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## 🎓 Pragmatic AI Labs | Join 1M+ ML Engineers ### 🔥 Hot Course Offers: * 🤖 [Master GenAI Engineering](https://ds500.paiml.com/learn/course/0bbb5/) - Build Production AI Systems * 🦀 [Learn Professional Rust](https://ds500.paiml.com/learn/course/g6u1k/) - Industry-Grade Development * 📊 [AWS AI & Analytics](https://ds500.paiml.com/learn/course/31si1/) - Scale Your ML in Cloud * ⚡ [Production GenAI on AWS](https://ds500.paiml.com/learn/course/ehks1/) - Deploy at Enterprise Scale * 🛠️ [Rust DevOps Mastery](https://ds500.paiml.com/learn/course/ex8eu/) - Automate Everything ### 🚀 Level Up Your Career: * 💼 [Production ML Program](https://paiml.com) - Complete MLOps & Cloud Mastery * 🎯 [Start Learning Now](https://ds500.paiml.com) - Fast-Track Your ML Career * 🏢 Trusted by Fortune 500 Teams Learn end-to-end ML engineering from industry veterans at [PAIML.COM](https://paiml.com) # real_estate_ml Machine Learning for Real Estate You may want to run jupyter in this mode: ``` jupyter notebook --NotebookApp.iopub_data_rate_limit=10000000000 ``` ## Zillow API Sign Up To sign up for the zillow api: https://www.zillow.com/howto/api/APIOverview.htm ## Download Zillow Zillow data can be downloaded from site here: https://www.zillow.com/research/data/ # Exploratory Data Analysis * [Jupyter Notebook with Plotly Integration doing Zillow Data Exploration](https://github.com/noahgift/real_estate_ml/blob/master/notebooks/explore_zillow_data_sets.ipynb) # Plotly Graphs * [Plotly Interactive Chart: 30 Year History of Real Estate USA](https://plot.ly/~ngift/9/)  * [Plotly Interactive Chart: Bay Area Median Prices Single Family Homes](https://plot.ly/~ngift/7/) 
