Top 10 Snowflake Integrations with ChatGPT Hands-On
SaveSavedRemoved 0
Top 10 Snowflake Integrations with ChatGPT Hands-On, Design and Implement Snowflake Data Applications with ChatGPT 4.
Course Description
Who I Am
- World-Class Expert in Snowflake.
- Former Snowflake “Data Superhero” and SnowPro Certification Subject Matter Expert.
- SnowPro Exams in Core, Architect, Data Engineer, and Data Analyst Certifications.
- Multiple Certifications in Data Science and Machine Learning.
- Seasoned Data Architect, Data Engineer, Machine Learning Engineer…
What Integrations We Will Build or Configure
- App #1: Configure ChatGPT as a Coding Assistant for Snowflake in VSCode
- App #2: Generate Snowflake Sample Databases with ChatGPT from VSCode
- App #3: Snowflake Metadata Inspector in Natural Language
- App #4: Interactive Data Analysis with ChatGPT Bot Agent
- App #5: Instant Charts with the Advanced Data Analysis Plugin
- App #6: Generate a Usage Monitoring Dashboard for Snowflake Account
- App #7: Data Enrichment with an External Integration of ChatGPT
- App #8: ChatGPT with LlamaIndex on Personal Documents
- App #9: ChatGPT SQL Agent with LangChain
- App #10: Snowflake Query Analyzer and Optimizer
Snowflake Technologies You Will Learn More About
- DDL and SQL Queries
- Querying Data through the Snowsight web UI or a VSCode plugin
- Local Streamlit web applications connected to Snowflake
- Streamlit apps deployed in Streamlit Community Cloud
- Streamlit in Snowflake Apps
- External Functions
- External Access Integrations
- Generating Synthetic Data
- Data Enrichment
- Information Schema and Account Usage metadata
- Data Analysis
- Monitoring Dashboards
- Using Public Datasets from the Marketplace
- Query Analysis and Performance Optimization
ChatGPT Technologies You Will Learn More About
- Use cases of the most recent GPT-4 Turbo model
- Using the OpenAI Chat Completions API
- Access the OpenAI API from Python and curl
- Instant Data Analysis on Uploaded Documents with GPT-4 Plus
- Indexing Custom Content with LlamaIndex and RAG
- Automatic SQL Query Generation with LangChain
What This Course Will NOT Teach You
- In-depth knowledge of Snowflake and its ecosystem
- In-depth knowledge of ChatGPT and other OpenAI products
- APIs other than ChatGPT Chat Completion API (vision, embeddings…)
- Connecting to Azure Open AI service
- Bing Chat with Copilot (or any other Microsoft service)
- Data Science and Machine Learning with Snowflake or ChatGPT
== Enroll today, you’ll not regret it! ==
