You now understand the - ML interview reality. LLM knowledge is expected. Classical ML remains foundational but insufficient alone.
You know the four role types (Research Scientist, ML Engineer, Applied Scientist, AI Engineer) and can identify which fits your background. You understand interview formats and leveling expectations.
Next, you'll build the ML fundamentals that every interview assumes you know.