Snowflake Integrations with ChatGPT – 2024 Hands-On!

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Snowflake Integrations with ChatGPT – 2024 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! ==


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