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Make some CodeLabs to improve onboarding #25

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pahdo opened this issue Jan 17, 2019 · 4 comments
Closed

Make some CodeLabs to improve onboarding #25

pahdo opened this issue Jan 17, 2019 · 4 comments

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@pahdo
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pahdo commented Jan 17, 2019

Noticed that new members without prior data science experience don't have great resources to ramp up and start doing interesting experiments. Since a lot of our work is exploratory, we benefit from as many members as possible doing experiments in parallel. Thinking about building a set of CodeLabs that cover-

  1. Using the Twitter API Build CodeLab 0 for Twitter API #62
  2. NLTK/Spacy for preprocessing text data Build CodeLab #1 Spacy #41
  3. Classification with scikit-learn Build CodeLab #2 Classification #42

Ideas:
3. Using Tweepy to scrape tweets
4. Scikit-learn for transforming text data into document embeddings
5. Interpreting the results of an experiment

Seems like a good investment to prioritize this now for greater velocity later.

@pahdo pahdo self-assigned this Jan 17, 2019
@frhino
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frhino commented Jan 17, 2019

This is exactly what this project is all about! Thanks Daniel!

@frhino
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frhino commented Feb 7, 2019

@pahdo What do you think about breaking this issue down into separate issues of creating the following CodeLabs?

  • Using Tweepy to scrape tweets
  • Scikit-learn for transforming text data into document embeddings
  • Interpreting the results of an experiment

@frhino
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frhino commented Mar 24, 2019

@pahdo Awesome job on the three codelabs you created. Want to close this and open a new issue for any new codelab we want to create?

@pahdo
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pahdo commented Mar 26, 2019

Okay, for sure. Closing this issue.

@pahdo pahdo closed this as completed Mar 26, 2019
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