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Snowflake Integrations with ChatGPT - 2024 Hands-On!

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Snowflake Integrations with ChatGPT - 2024 Hands-On!

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! ==