I got notice to my answer that more data won’t reduce the bias. I think, it is wrong!
Q.: A model developed for a project is presenting high bias. One of the sponsors of the project offers some resources that might help reduce the bias. Which of the following additional resources has a better chance to help reduce the bias?
my_A.: Gather more data for the project.
Collecting more data for a project is more likely to reduce the load (bias) on the model. Collecting more data can help create a more diverse and representative dataset, allowing the model to better match actual data and reduce load. Increasing computing power through the use of graphics processing units (GPUs) or increasing the number of data sources (the other options of an answer) can improve the model’s training performance, but will not necessarily reduce load.