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!!!!

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

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

Keyword Research Made Easy!!!

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

Text Summarizer

Quick & Dirty Internal Link Analysis

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

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

Excuse/Text Generator (Using GTP-2)