Engineering

This section goes over engineering process, analysis, design, build, and testing related to software applications.

Nathaniel Tjandra

September 14, 2021

Edit: February 23, 2022

Nathaniel Tjandra

September 14, 2021

Edit: February 23, 2022

When working with AI, it’s important to know how to import data sets, read through tables, and understand what the structure is.

Chris Zhu

September 9, 2021

Edit: April 19, 2022

Chris Zhu

September 9, 2021

Edit: April 19, 2022

Light Bulb is a tool to help you label, train, test and deploy machine learning models without any coding.

Tommy Dang

September 2, 2021

Edit: November 23, 2021

Tommy Dang

September 2, 2021

Edit: November 23, 2021

Don’t let your role define your responsibilities. Do things you’re unqualified for. Go out of your way to serve others.

Nathaniel Tjandra

August 26, 2021

Edit: April 22, 2022

Nathaniel Tjandra

August 26, 2021

Edit: April 22, 2022

The 2 metrics in regression. Mean Absolute Error is best for simple, orderly datasets. Root Mean Squared Error is best for complex, chaotic datasets.

Xiaoyou Wang

August 19, 2021

Edit: September 28, 2022

Xiaoyou Wang

August 19, 2021

Edit: September 28, 2022

You'll understand what SHAP values are as we walk you through a real life example. We'll outline how you can use them to interpret & explain ML models.

Chris Zhu

August 6, 2021

Edit: November 23, 2021

Chris Zhu

August 6, 2021

Edit: November 23, 2021

Every now and then I practice programming interview questions to keep my skill in AI sharp. Join me as we take a look at using AI to solve FizzBuzz.

Tommy Dang

July 28, 2021

Edit: April 22, 2022

Tommy Dang

July 28, 2021

Edit: April 22, 2022

We go over each Amazon Web Service (AWS) that Mage uses and how we use it to build AI SaaS tools for the product developers.

Tommy Dang

July 15, 2021

Edit: April 19, 2022

Tommy Dang

July 15, 2021

Edit: April 19, 2022

Developers know what machine learning is, what it can be used for, and have ideas on how to apply it to improve user experience, but lack the right tools.

Chris Zhu

July 8, 2021

Edit: June 1, 2023

Chris Zhu

July 8, 2021

Edit: June 1, 2023

When working with knowledge graphs, I saw how sparse resources are. Research papers are inaccessible, so here's a guide for learning and building them.

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.