end-to-end ML Forecasting Tutorial with Prophet (code deep-dive part 2)

This is the 2nd part of the timeseries section of #30daysofdata! A full end-to-end 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 end-to-end data science projects!

Jupyter Notebook Follow-Along: https://github.com/priyalingutla/30-D...
Kaggle Dataset Link: https://www.kaggle.com/competitions/s...
Link for Timeseries From Scratch: https://towardsdatascience.com/time-s....
Prophet Documentation: https://facebook.github.io/prophet/do..., https://facebook.github.io/prophet/do...

#30daysofdata Day 1: Forecasting Video:    • sales forecasting with Prophet (data scien...  
#30daysofdata Day 1: Forecasting R&D Jupyter Notebook: https://github.com/priyalingutla/30-D...

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Timestamps:

00:00 relevant context 🔅
01:53 deep dive 💡
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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:   / priya-l-520311145  
Instagram:   / plingutla