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.