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