A notebook of the training for data science from Palette Skills
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Updated
Mar 20, 2023 - Jupyter Notebook
A notebook of the training for data science from Palette Skills
In this project I created a notebook that contains data preparation, analysis, and visualizations for all the time series data that a mock company would need to understand including: Visual depictions of seasonality (as measured by Google Search traffic) that are of interest to the company. An evaluation of how the company stock price correlates…
COVID-19 forecasting dashboard using data from John Hopkins University, PHE and www.gov.uk. An NHS Bed forecasting model for England is also added to the UK table and plotted. There is also a notebook for forecasting the Italy COVID-19 cases which implements a logistic model, and exponential model, and tries the fb prophet model. Important note:…
Contains notebooks of Time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA, Prophet model and LSTM model with forecast evaluation.
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