In this tutorial, we streamline model predictions with an API endpoint that accepts a raw string for inferencing. We also experiment with model signatures for a more customizable payload.

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Photo by Markus Winkler on Unsplash

Here’s the GitHub repo with all of the code.

Text preprocessing was a nightmare in TF 1.X …


Set up GPT-2 demo in under 5 minutes using Streamlit

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Photo by Halacious on Unsplash


How I used these tips to kickstart my career, which includes landing a job reserved for PhDs straight out of undergrad

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Photo by Free To Use Sounds on Unsplash

Tip #1: At the end of the day, job hunting is a numbers game. If you are interested in a position, just apply.


Share your app with the internet in under 5 minutes

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Photo by Susan Lewis-Penix on Unsplash


Step-by-step guide for using Airflow + Docker to deliver weather forecasts to Slack

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Photo by Austin Distel on Unsplash

Airflow + Slack


Can our model accurately detect churn to help retain these customers?

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Photo by Andre Hunter on Unsplash

Telco Dataset

Data Exploration


Learn which skills you need to stand out for each of these Data Scientist Roles.

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Photo by Danielle MacInnes on Unsplash

The Analytics Scientist


Data Science Crash Course

The Ultimate Python library for working with Relational Data

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Photo by Pascal Müller on Unsplash


Data Science Crash Course

Understanding Probabilistic Models starting with Logistic Regression

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Photo by Jonathan Petersson on Unsplash


Data Science Crash Course

Understanding Tree-based models for Classification and Regression

About

Mandy Gu

Data Scientist @ Wealthsimple | Connect with me on Linkedin https://www.linkedin.com/in/mandy-gu-3689848a/

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