Coding

Here you'll find articles containing lots of code, written by experts who have experience working in software development, data science, or engineering. We've poured our time and effort to deliver quality content with code snippets, links to projects on Github, and a Collab notebook to follow along.

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.

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

January 11, 2022

Edit: April 22, 2022

Nathaniel Tjandra

January 11, 2022

Edit: April 22, 2022

Once you have a model, how do you know how well it works? Become Neo and enter the Matrix.

Jahnavi C.

January 7, 2022

Edit: April 13, 2022

Jahnavi C.

January 7, 2022

Edit: April 13, 2022

Data exploration and analysis is a time-consuming process. We’ll continue to explore the Telco Customer Churn dataset to get a brief overview of data by using the descriptive statistical analysis method.

Jackey Wang

January 5, 2022

Edit: April 13, 2022

Jackey Wang

January 5, 2022

Edit: April 13, 2022

Use part-of-speech tagging and n-gram models to analyze high-frequency words in Shakespeare's Sonnet

Nathaniel Tjandra

January 4, 2022

Edit: January 12, 2022

Nathaniel Tjandra

January 4, 2022

Edit: January 12, 2022

Learn how to import and export training models to share with the world!

Nathaniel Tjandra

September 23, 2021

Edit: November 23, 2021

Nathaniel Tjandra

September 23, 2021

Edit: November 23, 2021

Improve user experience by transitioning from a searching experience to a surfing experience. Learn how to do filter, sort, and group data with Python.

Chris Zhu

June 24, 2021

Edit: February 23, 2022

Chris Zhu

June 24, 2021

Edit: February 23, 2022

Using AI and the Style GAN variant, we were able to train a dataset of ~35,000 Pokemon images, we were able to create a few new suggested Pokemon.

John Patrick Hinek

June 16, 2021

Edit: April 19, 2022

John Patrick Hinek

June 16, 2021

Edit: April 19, 2022

Harnessing the power of AI can be magical and impactful. Before mastering this ability, one must understand the basic foundation of AI. We’ll go over basic math concepts, common prediction types, and popular algorithms.

Tommy Dang

June 10, 2021

Edit: February 24, 2022

Tommy Dang

June 10, 2021

Edit: February 24, 2022

In this tutorial, we’ll use the Titanic dataset to predict which passengers survived by using information on each passenger, location, gender, and more.