How can I reduce data dependency in my projects?

How can I reduce data dependency in my projects?

You can reduce data dependency by implementing more modular designs, using mock data, and focusing on algorithms that require less data.

What are some techniques for using mock data effectively?

Techniques include creating realistic data sets, using data generators, and ensuring your mock data covers edge cases.

Can you give examples of algorithms that require less data?

Sure! Algorithms like decision trees and certain types of reinforcement learning can perform well with less data.

How do I ensure my team understands these concepts?

Conduct workshops, provide resources, and encourage hands-on practice with projects that emphasize these techniques.