Low-Code AI Solutions on Google Cloud
Building ML solutions with BigQuery ML, AutoML, pretrained APIs and foundation models, the first section of the Professional Machine Learning Engineer exam.
GCP-360 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · Google Cloud Certification Prep
Course content
- 1The ML engineer role and exam overviewComing
- 2Framing business problems as ML problemsComing
- 3BigQuery ML modelsComing
- 4Vertex AI AutoMLComing
- 5Pretrained APIs: vision, language and speechComing
- 6Using foundation models in Vertex AIComing
- 7Prompt design and tuning for foundation modelsComing
- 8Retrieval-augmented generation on Vertex AIComing
- 9Document AIComing
- 10Evaluating low-code modelsComing
- 11Responsible AI for low-code solutionsComing
- 12Lab walkthrough: a churn model in BigQuery MLComing
Requirements
Recommended background. You can start any course at any time.
Description
Building ML solutions with BigQuery ML, AutoML, pretrained APIs and foundation models, the first section of the Professional Machine Learning Engineer exam.