#Vertex AI

Comprehensive study guide for the Google Cloud Professional Machine Learning Engineer exam. Vertex AI, BigQuery ML, TFX pipeline, MLOps on GCP.

Comprehensive course on Fine-tuning Large Language Models — when to fine-tune, data preparation, fine-tuning on Google Gemini/Vertex AI, OpenAI, and open-source (LoRA/QLoRA). Compare Fine-tuning vs RAG, model evaluation methods, and production deployment. Calculate actual costs.