Mage Blog

Felicia Kuan

March 16, 2022

Edit: April 19, 2022

Felicia Kuan

March 16, 2022

Edit: April 19, 2022

It seems absurd to add more columns to an already large dataset, right? 👀 (See) how procedurally adding data using existing columns helps the model gain further insight when predicting.

Rakhee D.

March 14, 2022

Edit: April 22, 2022

Rakhee D.

March 14, 2022

Edit: April 22, 2022

In this Mage Academy lesson on feature engineering, we’ll learn how shifting is used when working with time to calculate the difference between consecutive rows.

John Patrick Hinek

March 10, 2022

John Patrick Hinek

March 10, 2022

Deploying methods of deep learning, AI, and ML, Pinterest is able to customize every user experience, maintaining their high engagement and retention.

Felicia Kuan

March 9, 2022

Edit: April 19, 2022

Felicia Kuan

March 9, 2022

Edit: April 19, 2022

In this Mage Academy lesson on data cleaning, we’ll learn how to sort out our mess– I mean– row data in one or more columns by ascending and descending order.

Mayank S.

March 8, 2022

Edit: April 13, 2022

Mayank S.

March 8, 2022

Edit: April 13, 2022

Amazon's use of artificial intelligence (AI) and machine learning (ML) has led to its success as a retail giant and to provide exceptional customer experience.

Rakhee D.

March 7, 2022

Rakhee D.

March 7, 2022

When you are working on a project, generally you collect data from several sources. Suppose you need to combine two datasets (tables, dataframes, etc.), like rows and columns of a table. To do this we will use the “join” operation of “Pandas”.

Jahnavi C.

March 2, 2022

Edit: March 28, 2022

Jahnavi C.

March 2, 2022

Edit: March 28, 2022

In this Mage Academy lesson on feature engineering, we’ll learn about the aggregate functions min() and max(), and see how they’re helpful in analyzing and understanding the data.

John Patrick Hinek

March 1, 2022

John Patrick Hinek

March 1, 2022

AI has the capability to identify city-specific fashion trends. This tech could be deployed with a ranking model to give fashion brands insight on how to best serve their customers.

Rupesh C.

February 28, 2022

Edit: April 19, 2022

Rupesh C.

February 28, 2022

Edit: April 19, 2022

Increasing customer retention is one of the biggest challenges subscription-based businesses and retailers are facing. While there are several things you can do to improve retention rates, predicting customers at risk of leaving and changing their minds is one of the most cost-efficient ways to do so.

Nathaniel Tjandra

February 25, 2022

Edit: March 28, 2022

Nathaniel Tjandra

February 25, 2022

Edit: March 28, 2022

In this Mage Academy lesson on feature engineering, we’ll learn how to get the count of unique values in a dataset and learn about ways we can use this information.