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August 2, 2021

Probability distributions simply explained, data visualization library, ML cheat sheet and more

Hi everyone! In this issue of the newsletter, there's a lot of focus on great libraries.

The 🗯 Featured post is not ready in time for this newsletter, but in the next edition, I'll share how to write a DAG using Airflow 2.0's new Taskflow API. Stay tuned!

🔮 Data Science

  • Lux - Data Visualization - A library to "visualize and explore your dataframe with no extra code"
  • All Probability Distributions Explained in Six Minutes - Terence Shin shares an intuitive explanation for different probability distributions
  • ML cheat sheet - A great cheat sheet for Machine Learning, with visual aid
  • Covariance vs Correlation - Time to brush up some knowledge. InterviewQuery.com shares a question (and answer)

🛠 Data Engineering

  • Koalas: pandas API on Apache Spark

🧠 Misc

  • Building effective landing pages - Alex Garcia has developed over 250 landing pages and shares tips on how to increase the conversion rates

👋 See you next time

Let's keep in touch! - Pedro.

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