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sales forecasting with Prophet (data science deep-dive project part 1)

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The Almost Astrophysicist

#30daysofdata A full endtoend machine learning project, data processing + cleaning, timeseries modeling with the Prophet model, and information on how I think about building ML pipelines out! I go into detail about my thought processes and all of the code for the timeseries Prophet model in a shareable jupyter notebook and have links below regarding fourier sums, time series modeling, types of time series, and for the data downloads! Join me for the 30 days of data series and learn how to think like a Data Scientist and get the right resources to learn about building your own endtoend data science projects!

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Jupyter Notebook FollowAlong: https://github.com/priyalingutla/30D...
Kaggle Dataset Link: https://www.kaggle.com/competitions/s...

Link for Timeseries From Scratch: https://towardsdatascience.com/times....
Prophet Documentation: https://facebook.github.io/prophet/do..., https://facebook.github.io/prophet/do...

Timestamps:

00:00 hello
01:34 timeseries forecasting
02:08 deep dive


Welcome to my channel College Tips From the Almost Astrophysicist! I'm Priya and I'm here to help you get into college. I'm a University of Chicago grad with an Astrophysics degree that currently works as a Data Scientist and I want to break down the college application process and tackle all of the misconceptions about college for you! Let me know in the comments section down below if you have any video requests, or just want to say hi! :)

LinkedIn:   / priyal520311145  
Instagram:   / plingutla  

posted by niwapate75