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Colab-Notebooks

Know when Intro to Colab Videos go live --> https://bit.ly/colab-vids

Explore a new Machine Learning Playground of opportunity!

Beginner's Guide to Google Colab Notebooks

Remember:

  • You can't break anything in a Colab Notebook!
  • If you can click Shift + Return, you can explore these notebooks (and endless others!)
  • Connect to Colab's free GPU (Edit > Notebook Settings > Hardware accelerator > GPU)

Bonus Noob Colab Tips:

  • You can only have 2 Notebooks running at one time.
  • If a Notebook is giving you errors (when it was previously working) try: Runtime > Restart Runtime
  • You can upload private keys.json in the left side bar > Click bottom file > Upload <--You can copy the filepath once uploaded to ensure you are pulling your keys correctly.
  • If you call for a csv export db.to_csv('sample1.csv') you can download it within the left sidebar document area.
  • Learn basic Jupyter/Colab commands to manipulate dataframes (your future self will thank you!): bit.ly/learn-df <--Shout out to Robin Lord!

Have Fun!!!!

MozCon 2021 GSC Notebooks:

GSC Keywords: Open In Colab

GSC Impressions: Open In Colab

Extract Entities from URLs (via Google's NLP API)

Open In Colab

Extract Categories from URLs (via Google's NLP API)

Open In Colab

Keyword Research Made Easy!!!

Open In Colab

Time-Series Forecasting (Traffic, Sales, etc.)

Open In Colab

Text Summarizer

Open In Colab

Quick & Dirty Internal Link Analysis

Open In Colab

DeepDream - Explore how AI interprets images (like we interpret passing clouds as shapes/things)

Open In Colab

PIFuHD - Create detailed 3D human reconstructions (from a high-res full body images of clothed humans)

Open In Colab

Excuse/Text Generator (Using GPT-2)

Open In Colab

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