Growth

The intersection of marketing, product, and data. Strategy within the parameters of a scalable and repeatable method for growth, driven by product, and inspired by data.

Thomas Chung

January 31, 2023

Edit: May 2, 2023

Thomas Chung

January 31, 2023

Edit: May 2, 2023

We setup Hyperquery at Mage to organize and streamline our growth data for better insights. In this blog, we go over our experience of quickly adopting the tool and easily sharing our analysis with our peers.

Thomas Chung

December 13, 2022

Edit: April 27, 2023

Thomas Chung

December 13, 2022

Edit: April 27, 2023

Mage is an open-source data pipeline tool for transforming and integrating data. Find out how Mage compares to open-source ELT alternatives like Airbyte. We’ll break down the features, pricing, pros, cons, and more.

Nathaniel Tjandra

May 16, 2022

Nathaniel Tjandra

May 16, 2022

Partitioners of machine learning (ML) find data cleaning the #1 pain point, but are the current resources available enough to solve the problem? Join our discussion as we try to find out what data scientists need.

Felicia Kuan

April 15, 2022

Felicia Kuan

April 15, 2022

Is your model performing better than expected? Double-check if there’s data leakage that is inflating the accuracy and incorrectly evaluating your model performance!

Nathaniel Tjandra

April 14, 2022

Edit: April 22, 2022

Nathaniel Tjandra

April 14, 2022

Edit: April 22, 2022

In this Mage Academy lesson, we’ll be going over how to evaluate ranking models built for recommendation & personalization using mean average precision at K.

Jahnavi C.

April 7, 2022

Edit: April 22, 2022

Jahnavi C.

April 7, 2022

Edit: April 22, 2022

In this Mage Academy guide, we’ll go over how to evaluate a machine learning (ML) model and learn how to improve the model’s performance.

Felicia Kuan

March 31, 2022

Edit: September 28, 2022

Felicia Kuan

March 31, 2022

Edit: September 28, 2022

Channel your inner scholar and Ryze to the top – leverage machine learning ranking models that can increase your rank in League of Legends through match analysis and predictions, free of code!

Jahnavi C.

March 30, 2022

Edit: April 7, 2022

Jahnavi C.

March 30, 2022

Edit: April 7, 2022

In this Mage Academy lesson, we’ll build a model to classify the genre of a song based on the given attributes.

Nathaniel Tjandra

March 24, 2022

Nathaniel Tjandra

March 24, 2022

In this lesson from Mage Academy, we’ll look at one method of data cleaning, filter. Learn how to filter numbers, words, and just about anything in order to reduce bias in your dataset.

John Patrick Hinek

March 23, 2022

John Patrick Hinek

March 23, 2022

ML tools make it possible to predict and prevent churn before it occurs. Churn prediction is used to identify areas of improvement and maintain happy customers.