AI/ML

Artificial Intelligence (AI) and Machine Learning (ML) related topics

Nathaniel Tjandra

October 21, 2021

Nathaniel Tjandra

October 21, 2021

Learn how to use AI to select your next outfit that matches the occasion. Featuring Pandas and the merge function to find all combinations.

Nathaniel Tjandra

October 18, 2021

Edit: November 23, 2021

Nathaniel Tjandra

October 18, 2021

Edit: November 23, 2021

Before training ML models from multiple datasets, we need to understand how datasets work together. We’ll cover relationships in data using join and merge.

Nathaniel Tjandra

October 11, 2021

Edit: November 24, 2021

Nathaniel Tjandra

October 11, 2021

Edit: November 24, 2021

In AI, it’s common to combine data; especially when training models. We’ll cover how to look at relationships when combining dataframes with concat.

Nathaniel Tjandra

September 30, 2021

Edit: April 19, 2022

Nathaniel Tjandra

September 30, 2021

Edit: April 19, 2022

In part 3, we’ll be looking at how to apply transformations to our datasets in order to calculate the cost of a golden ticket to survive on the Titanic.

Thomas Chung

September 29, 2021

Edit: April 22, 2022

Thomas Chung

September 29, 2021

Edit: April 22, 2022

We’ll explore the different types of Artificial Intelligence (AI) and examples of how they are used today.

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.

Thomas Chung

September 17, 2021

Edit: April 5, 2022

Thomas Chung

September 17, 2021

Edit: April 5, 2022

The impact of the pandemic has manufacturers focus on operational efficiency and production quality and mitigate risk, to alleviate safety concerns.

Xiaoyou Wang

September 16, 2021

Edit: March 31, 2023

Xiaoyou Wang

September 16, 2021

Edit: March 31, 2023

Without good performance, machine learning (ML) models won’t provide much value. Introducing, strategies to improve model performance metrics and runtime.

Thomas Chung

September 10, 2021

Edit: April 22, 2022

Thomas Chung

September 10, 2021

Edit: April 22, 2022

The question is not whether to adopt AI, but how. Do research to evaluate whether you have enough resources to solve your business problem with AI or ML.

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.