The Three Ages of Data Science: When to Use Traditional Machine Learning, Deep Learning, or an LLM (Explained with One Example)

Data science evolution explained: Comparing traditional machine learning, deep learning, and large language models through a practical use case, highlighting how the data scientist's role has transformed across three technological generations.