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Time Series Analysis in Python Tutorial V1
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=axjgEgBgIY0
Learn how to run Time Series Analysis Forecasting in Python. In this tutorial, we go over 4 different forecasting models; Arima, Auto Arima, Prophet and Regression. We also go through how to tune / improve your Arima model manually or automatically. Later on in this series, we go through how to deploy your time series forecasting model in Power BI. • Support the channel on Patreon: • / data360yp • Data Analytics Course Link: • http://ipidata.teachable.com/ • Video Part 1: • • What is a Time Series Model? • • Importing / Installing packages • • Problem Formulation - What are we trying to solve? • • Reading / Loading the Raw Data into Python From CSV • • Data Pre-Processing Phase • • Splitting the Raw Data • • Running Arima (Autoregressive Integrated Moving Average) - 1 Country • • Parameter Tuning • • Running Auto-Arima • Video Part 2: • • Running Prophet • • Running Arima Auto-Arima Together • • Running Arima, Auto-Arima, Prophet Linear Regression Together • • Storing the outputs all together • • Fixing bugs in for loops • • Running all models on all countries • • Combining actuals with predictions • • Exporting the Data • Video Part 3: • • Power BI • Data Analytics Course Link: http://ipidata.teachable.com/ • GitHub repo: • https://github.com/Pitsillides91/Pyth... • FREE TUTORIALS: • How to download and install Python through Anaconda: • • How to Download PYTHON for FREE • Numpy Tutorial: • • NumPy Python Tutorial for Machine Lea... • Pandas Tutorial: • • Pandas Tutorial for Data Analysis - P... • Joins / Merges Tutorial: • • Python Pandas Join Dataframes - Part 1 • MatPlotLib Tutorial: • • MatPlotLib Python Tutorial in Jupyter... • Seaborn Tutorial: • • Seaborn Python Tutorial - Part 1 • Machine Learning – Linear Regression Tutorial: • • How to Run Linear Regression in Pytho... • Machine Learning – Logistic Regression Tutorial: • • Logistic Regression SKLearn – Machine... • Machine Learning – Unsupervised Learning – K means Clustering: • • K Means Clustering Algorithm Example ... • Tags: • Time series models in python • Arima in python • Auto arima in python • Prophet in python • Regression in python • Arima example in python • Prophet example in python • How to run time series models in python • How to run arima in python • How to run prophet in python • time series forecasting python • While loop with multiple time series models in python • Time series machine learning in python • time series forecasting • plot time series python • python time series • facebook prophet • arima
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