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:

GSC Impressions:

Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
BERT.ipynb		BERT.ipynb
Colab_Tutorial.ipynb		Colab_Tutorial.ipynb
Easy_Text_Summarization_with_BART.ipynb		Easy_Text_Summarization_with_BART.ipynb
External_data_Local_Files,_Drive,_Sheets,_and_Cloud_Storage.ipynb		External_data_Local_Files,_Drive,_Sheets,_and_Cloud_Storage.ipynb
GSC Analysis - Become a data skeptic		GSC Analysis - Become a data skeptic
GSC_Opportunities.ipynb		GSC_Opportunities.ipynb
Google's_TAPAS_Tabular_Data_to_Answer_Natural_Language_Questions.ipynb		Google's_TAPAS_Tabular_Data_to_Answer_Natural_Language_Questions.ipynb
Keyword_Research_Opportunities.ipynb		Keyword_Research_Opportunities.ipynb
MIA_Keyword_Classification.ipynb		MIA_Keyword_Classification.ipynb
MIA_Keyword_Cluster_wink.ipynb		MIA_Keyword_Cluster_wink.ipynb
MozCon_GSC_Impressions_\|_Data_Skeptic.ipynb		MozCon_GSC_Impressions_\|_Data_Skeptic.ipynb
MozCon_GSC_Keywords_\|_Data_Skeptic.ipynb		MozCon_GSC_Keywords_\|_Data_Skeptic.ipynb
PIFuHD_Demo.ipynb		PIFuHD_Demo.ipynb
PR_Newsjacking_Ideation_&_Trend_Analysis_for_SparkTogether.ipynb		PR_Newsjacking_Ideation_&_Trend_Analysis_for_SparkTogether.ipynb
Quick_&_Dirty_Internal_Link_Analysis.ipynb		Quick_&_Dirty_Internal_Link_Analysis.ipynb
README.md		README.md
Seerfest 2020 - Automating Insights.ipynb		Seerfest 2020 - Automating Insights.ipynb
Text_Summarizer.ipynb		Text_Summarizer.ipynb
Time_Series_Traffic_Sales_Forecasting.ipynb		Time_Series_Traffic_Sales_Forecasting.ipynb
Updated_Prophet_Time_Series_Forecasting.ipynb		Updated_Prophet_Time_Series_Forecasting.ipynb
Using_Spanish_BERT_fine_tuned_for_Q&A_pipelines.ipynb		Using_Spanish_BERT_fine_tuned_for_Q&A_pipelines.ipynb
sample-data		sample-data

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Colab-Notebooks

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

Remember:

Bonus Noob Colab Tips:

Have Fun!!!!

MozCon 2021 GSC Notebooks:

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 GPT-2)

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