Careers · Aug 1
KDnuggets’ 7 Machine Learning Algorithms That Still Matter is a warning for LLM first AI portfolios
The LLM era rewards builders who know when a simpler model, cleaner data, or better evaluation is the real answer.
- Do not build an AI portfolio around wrappers alone. Show data preparation, model choice, evaluation, and limits.
- Use classical ML projects to prove judgment across AI, data science, analytics, and MLOps adjacent roles.
- Treat certificates as project support, not proof by themselves. The workflow you can explain is the stronger signal.