Forecast Crypto Market with Time Series & Machine Learning

Files Included :

1 Introduction to the Course.mp4 (36.26 MB)
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2 Table of Contents.mp4 (59.42 MB)
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3 Whom This Course is Intended for.mp4 (36.51 MB)
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1 Uploading Crypto Market Dataset to Google Colab.mp4 (16.76 MB)
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2 Quick Overview of Crypto Market Dataset.mp4 (38.29 MB)
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1 Cleaning Dataset & Detecting Outliers.mp4 (50.28 MB)
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1 Analysing & Visualising Price Volatility.mp4 (48.83 MB)
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2 Forecasting Price with Prophet Model.mp4 (53.75 MB)
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1 Detecting Price Trend & Calculating Moving Average.mp4 (47.84 MB)
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2 Forecasting Price with Time Series Decomposition.mp4 (60.41 MB)
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1 Finding Correlation Between Price & Volume with TensorFlow.mp4 (50.82 MB)
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2 Forecasting Price with Random Forest & XGBoost Models.mp4 (87.96 MB)
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1 Forecasting Model Evaluations.mp4 (26.73 MB)
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2 Performing Prediction Interval Coverage.mp4 (43.87 MB)
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3 Performing Component Analysis.mp4 (35.04 MB)
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4 Performing Feature Importance Analysis.mp4 (20.43 MB)
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1 Conclusion & Summary.mp4 (53.53 MB)
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1 Tools, IDE, and Datasets.mp4 (73.66 MB)
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1 Introduction to Cryptocurrency Market Forecasting.mp4 (67.14 MB)
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1 Prophet Model Calculation.mp4 (41.52 MB)
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1 Time Series Decomposition Calculation.mp4 (87.92 MB)
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1 Random Forest Algorithm Logics.mp4 (37.08 MB)
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1 Factors That Can Impact Cryptocurrency Market.mp4 (60.99 MB)
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1 Setting Up Google Colab IDE.mp4 (18.52 MB)
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1 Finding & Downloading Crypto Market Datasets From Kaggle.mp4 (45.04 MB)
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