Data Science and Machine Learning at Pluralsight
Learning about the practice of Data Science
Billings and Revenue Forecasting—Part 1
Billings and Revenue Forecasting—Part 1
It was 2017 and a very exciting time at Pluralsight. Sales were growing rapidly, new employees were coming in left and right. If you had 6…
Using Simulations to Drive Decision-Making at Pluralsight
Using Simulations to Drive Decision-Making at Pluralsight
I like to think of data science as making decisions with the help of data. Sometimes that means building predictive models that can make a…
Streaming analytics with Kafka and ksqlDB
Streaming analytics with Kafka and ksqlDB
This work and post is done in close collaboration with Maha Arunachalam and Theo Cowan (devops engineers); Connor McKay (machine learning…
Multi-Armed Bandits for Model Serving and Experimentation
Multi-Armed Bandits for Model Serving and Experimentation
Introduction
Product Managers: The Machine Learning World Needs You!
Product Managers: The Machine Learning World Needs You!
When I talk about machine learning with other product managers, they tend to look at it as some mystical technology that is beyond their…
Data Science at Pluralsight: Our Principles
Data Science at Pluralsight: Our Principles
Introducing our Principles
Data Studio @ Pluralsight
Data Studio @ Pluralsight
Why knowledge sharing matters in data science, and how we get better at it
Nickname Generation with Recurrent Neural Networks with PyTorch
Nickname Generation with Recurrent Neural Networks with PyTorch
Let’s build a recurrent neural network over individual characters to generate cheeky nicknames!
NLP for Anyone Who Builds Products (Part 2 of 2)
NLP for Anyone Who Builds Products (Part 2 of 2)
TL;DR: Through non-technical explanation of NLP techniques this post aims to enable leaders, product managers, and whoever builds products…
NLP for Anyone Who Builds Products (Part 1 of 2)
NLP for Anyone Who Builds Products (Part 1 of 2)
TL;DR: Through non-technical explanation of NLP techniques this post aims to enable leaders, product managers, and whoever builds products…
Porting Flask to FastAPI for ML Model Serving
Porting Flask to FastAPI for ML Model Serving
Let’s learn how to migrate to the newer FastAPI framework to take advantage of advances in type checking & asynchronous programming!
Building an In-House Solution for AB Experimentation at Pluralsight
Building an In-House Solution for AB Experimentation at Pluralsight
Co-authored by Levi Thatcher and Rich J Wheeler