Forecasting Real Estate Market with Linear Regression & LSTM

Files Included :

1 Introduction to the Course.mp4 (28.46 MB)
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2 Table of Contents.mp4 (38.71 MB)
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3 Whom This Course is Intended for.mp4 (27.87 MB)
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1 Analysing the Annual Mean and Median of Property Prices.mp4 (69.71 MB)
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1 Finding Correlation Between Property Type & Price.mp4 (66.49 MB)
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1 Analysing Real Estate Market Trend & Finding Investment Opportunities.mp4 (87.1 MB)
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1 Forecasting Real Estate Market with Linear Regression Model.mp4 (78 MB)
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1 Forecasting Real Estate Market with LSTM Model.mp4 (176.7 MB)
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1 Evaluating the Accuracy of Forecasting Models.mp4 (16.05 MB)
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2 Performing R-squared Analysis.mp4 (19.92 MB)
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3 Performing Directional Symmetry Analysis.mp4 (31.45 MB)
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1 Conclusion & Summary.mp4 (39.49 MB)
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1 Tools, IDE, and Datasets.mp4 (64.64 MB)
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1 Introduction to Real Estate Market Forecasting.mp4 (59.49 MB)
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1 Linear Regression Calculation.mp4 (83.45 MB)
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1 Factors That Can Impact Real Estate Market.mp4 (40.75 MB)
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1 Setting Up Google Colab IDE.mp4 (20.54 MB)
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1 Downloading Real Estate Market Dataset From Kaggle.mp4 (52.78 MB)
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1 Uploading Real Estate Market Dataset to Google Colab.mp4 (11.97 MB)
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2 Quick Overview of Real Estate Market Dataset.mp4 (37.22 MB)
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1 Cleaning Dataset by Removing Rows with Missing Values & Duplicates.mp4 (54.4 MB)
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2 Detecting & Removing Potential Outliers.mp4 (73.96 MB)
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