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Learn Databricks GenAI

Name: Learn Databricks GenAI
Availability: InStock

1 student 1h 10m 20 lectures

DCreated by Dafluma Instructor

Last updated Recently updated English Certificate of completion

What you will learn

The instructor has not published learning outcomes yet.

Requirements

No strict prerequisites listed.

Course Curriculum

6 sections. 20 lectures. 1h 10m total.

Section 1: Introduction

1 lectures

Section 2: Prompt Engineering in Databricks

5 lectures

Use AIBI Genie3 min
Use AI Playground2 min
Query LLMs3 min
Find pretrained foundation models3 min
Use Marketplace to find models2 min

Section 3: Vector Search in Databricks

4 lectures

Understand Databricks Vector Search3 min
Setup for Databricks Vector Search4 min
Create Vector Search index6 min
Use Vector Search index result3 min

Section 4: RAG Pattern in Databricks

5 lectures

Understand RAG4 min
Understand agents in RAG4 min
Build a RAG chain6 min
Review the vector index2 min
Evaluate a RAG chain6 min

Section 5: Model Tuning in Databricks

4 lectures

Understand foundation model training4 min
Supervised fine tuning with foundation model training7 min
Evaluate fine tuning MLflow experiments4 min
Fine tuning with Hugging Face transformers3 min

Section 6: Conclusion

1 lectures

Next steps1 min

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