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.