Beep Boop 2: Use Machine Learning Models to Prep Your Data

This content originally appeared on DEV Community and was authored by Ornella Altunyan

Thanks to everyone who joined us live for the 2nd episode of Beep Boop with the Microsoft Reactor- we had a lovely time getting right back into our Microsoft Learn module and creating a machine learning model to clean up our data! ?‍???‍?

If you missed the fun live, don't worry- you can watch the replay here on YouTube, and in the embedded video below!

On this episode we cover:

• 7:36 Ornella and Chloe recap what we do on Beep Boop and the ~vibes~ we want to cultivate on the show! ??

• 11:24 Previously on Beep Boop... we catch folks up on what we did last time, and revisit how to set up your local environment for data science coding and download VS Code so we can pick up where we left off! ☁️?

• 16:56 Frank pops in to tell us what he thinks about AI and ML ??

• 18:21 We discover data that represents more than one population and talk about why that might be useful for other scenarios ?️‍♀️?

• 34:49 We manipulate the data so we can easily distinguish between Tune Squad players ?? and real NBA players ⛹️‍♂️

• 39:38 Magically impute (add in) data to our DataFrame, and get closer to a PERfect set of data ?

• 47:27 Using Machine Learning techniques like linear regression and cross-validation to finally complete our dataset - no more NaNs! ?

Did you have fun? Check out Beep Boop 3: Create a Web App with Data and ML where we take our data on an adventure - see ya then, friends!

This content originally appeared on DEV Community and was authored by Ornella Altunyan

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Ornella Altunyan | Sciencx (2021-08-13T22:21:59+00:00) Beep Boop 2: Use Machine Learning Models to Prep Your Data. Retrieved from https://www.scien.cx/2021/08/13/beep-boop-2-use-machine-learning-models-to-prep-your-data/

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