开发者与机器学习

Many developers struggle with machine learning not because the math is difficult, but because explanations are often disconnected from real engineering work. Larry Dale, with years of experience in helping people ramp up on ML, emphasizes that the most effective way to teach machine learning is to anchor concepts in scenarios, workflows, and constraints that developers encounter daily. His company, PowerKram, focuses on building scenario-based learning systems to help individuals understand how machine learning works in practice, rather than just in theory.