Mage Blog

John Patrick Hinek

May 4, 2022

John Patrick Hinek

May 4, 2022

Using machine learning and artificial intelligence to integrate product recommendations gives the most accurate predictions for successful advertising, eliminates guesswork in creating campaigns, and creates magical customer experiences. 

Felicia Kuan

May 3, 2022

Felicia Kuan

May 3, 2022

Using machine learning (ML) to battle “Nigerian princes,” hackers, and customers abusing chargeback requests in order to reduce unnecessary losses.

John Patrick Hinek

April 26, 2022

John Patrick Hinek

April 26, 2022

Creating measurable strategies to ensure customer retention, and taking data-driven actions to prevent churn, is key to thriving in the ever-growing, competitive ecommerce market.

Felicia Kuan

April 26, 2022

Edit: November 9, 2022

Felicia Kuan

April 26, 2022

Edit: November 9, 2022

Why aren’t prospects doing what we want? Figure out how we can use ML to show viewers what they’re searching for and get them to buy immediately.

John Patrick Hinek

April 21, 2022

Edit: November 9, 2022

John Patrick Hinek

April 21, 2022

Edit: November 9, 2022

Using AI/ML, e-commerce businesses can integrate intelligent product recommendation engines to boost revenue, increase ROI, and improve the customer experience.

Felicia Kuan

April 21, 2022

Felicia Kuan

April 21, 2022

Marketing budgets fly away in today’s competitive bid for ad space. Ensure every dollar is spent wisely by using ML to customize marketing campaigns and optimize your business’ return of ad spend.

John Patrick Hinek

April 18, 2022

John Patrick Hinek

April 18, 2022

Wall street banks use a variety of tools when making market predictions. One of those tools is machine learning software. Using Mage to build a model that can estimate next-day prices can be another asset for individuals wanting to make predictions.

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.