PinnedMandy GuinTowards Data ScienceDeploying a Text Classifier with TensorFlow Serving + Docker in 2.0In this tutorial, we streamline model predictions with an API endpoint that accepts a raw string for inferencing. We also experiment with…·10 min read·Oct 21, 2020--3--3
Mandy GuinTowards Data SciencePublishing Open-Source Python Packages to PyPIBuilt something cool? Make it easily accessible to everyone use by publishing it to PyPi!·5 min read·Jul 4, 2021----
Mandy GuinTowards Data ScienceGetting Noticed as an Aspiring Data ScientistTips to stand out in a competitive job market·4 min read·Mar 1, 2021----
Mandy GuinTowards Data ScienceBuild a Chatbot with Facebook Messenger in under 60 minutesDeploy an AI assistant with Rasa — from conception to Facebook — within an hour.·10 min read·Feb 20, 2021----
Mandy GuinTowards Data SciencePrototyping Machine Learning Models with StreamlitSet up GPT-2 demo in under 5 minutes·3 min read·Aug 16, 2020--1--1
Mandy GuinTowards Data ScienceAutodeploy FastAPI App to Heroku via Git in these 5 Easy StepsShare your app with the public internet in under 5 minutes·6 min read·Jun 16, 2020----
Mandy GuinTowards Data ScienceIntegrating Docker Airflow with Slack to get Daily ReportingUse Airflow to deliver daily weather forecasts to Slack·10 min read·Jun 7, 2020----
Mandy GuinTowards Data ScienceComprehensive Churn Prediction and AnalysisCan our model accurately detect churn to help retain these customers?·8 min read·Jun 5, 2020--1--1
Mandy GuinTowards Data ScienceIn Depth Pandas TutorialThe Ultimate Python library for working with Relational Data·6 min read·May 2, 2020--1--1
Mandy GuinTowards Data ScienceData Science Crash Course: Interpreting Logistic RegressionUnderstanding Probabilistic Models starting with Logistic Regression·4 min read·Apr 27, 2020----