Skip to content
Menu
Menu
Home
Courses
Show sub menu
Video Courses
Certification Exams
Interactive Quizzes
Website
Show sub menu
Blog
About
Contact
My Account
etc
Show sub menu
Home
Courses List
Single Page
Pricing
About
Course Completed
Courses List
Instructors
Term Conditions
Home
Courses
Video Courses
Certification Exams
Interactive Quizzes
Website
Blog
About
Contact
My Account
etc
Home
Courses List
Single Page
Pricing
About
Course Completed
Courses List
Instructors
Term Conditions
Home
Video Courses
Top 10 Snowflake Integrations with ChatGPT
Curriculum
12 Sections
64 Lessons
Lifetime
Expand all sections
Collapse all sections
Introduction
2
1.2
Quick Presentation of the 10 Integrations
1.3
Best Ways to Benefit from this Course
App #1: Configure ChatGPT as a Coding Assistant for Snowflake in VSCode
6
2.0
Introduction to Snowflake and ChatGPT
2.1
Configure VSCode for our GitHub Project
2.2
Create a Free Trial Snowflake Account
2.3
Create ChatGPT API and ChatGPT Plus Accounts
2.4
Install Snowflake and ChatGPT VSCode Plugins
2.5
Review of Snowflake and ChatGPT
App #2: Generate Snowflake Sample Databases with ChatGPT from VSCode
7
3.0
Introduction to Snowflake Sample Data
3.1
Generate and Run Sample DDL Script
3.2
Generate Fake but Realistic Data in Python
3.3
Generate Synthetic Data in SQL
3.4
Generate and Run Python Code for Web Data Scraping
3.5
Generate SQL Queries for Specific Tables
3.6
Review of Snowflake Sample Data
App #3: Snowflake Metadata Inspector in Natural Language
6
4.0
Introduction to Snowflake Metadata
4.1
Create a Simple Q&A Interface with ChatGPT
4.2
Generate and Run Metadata Queries
4.3
Create a Streamlit Web App with Tab Control
4.4
Create a Streamlit Web App with Chat Controls
4.5
Review of Snowflake Metadata
App #4: Interactive Data Analysis with ChatGPT Bot Agent
7
5.0
Introduction to Interactive Data Analysis
5.1
Get Public Datasets from Snowflake Marketplace
5.2
Extract Metadata for Snowflake Objects
5.3
Custom Data Analysis using Natural Language
5.4
Create a Generic ChatGPT Bot
5.5
Create a Data Analysis ChatGPT Bot Inspector
5.6
Review of Interactive Data Analysis
App #5: Instant Charts with the Advanced Data Analysis Plugin
6
6.0
Introduction to Generated Data Analysis
6.1
Create Tables with the Regular ChatGPT Subscription
6.2
Exploratory Data Analysis with the ChatGPT Plus Subscription
6.3
Generate Charts and Graphs for Data Analysis
6.4
Generate Cluster Analysis (as a Data Science Experiment)
6.5
Review of Generated Data Analysis
App #6: Generate a Usage Monitoring Dashboard for Snowflake Account
6
7.0
Introduction to Usage Monitoring Dashboards
7.1
Extract Usage Queries and Charts with ChatGPT
7.2
Dashboard as a Streamlit Web App on a Single Page
7.3
Tab-Based Dashboard as a Streamlit Web App
7.4
Dashboard as a Multi-Page Streamlit Web App
7.5
Review of Usage Monitoring Dashboards
App #7: Data Enrichment with an External Integration of ChatGPT
6
8.0
Introduction to calling ChatGPT from within Snowflake
8.1
Call ChatGPT through the OpenAI REST API
8.2
Snowflake Function with External Access Integration
8.3
Create a Simple Streamlit in Snowflake App calling ChatGPT
8.4
Snowflake External Functions for API and Lambda (Obsolete)
8.5
Review of calling ChatGPT from within Snowflake
App #8: ChatGPT with LlamaIndex on Personal Documents
5
9.0
Introduction to LlamaIndex and RAG
9.1
Collect Personal and Custom Content
9.2
Create a Knowledge Base with LlamaIndex
9.3
Query ChatGPT with the Indexed Custom Content
9.4
Review of LlamaIndex and RAG
App #9: ChatGPT SQL Generator with LangChain
5
10.0
Introduction to LangChain SQL Generation
10.1
Create & Run a Jupyter Notebook with LangChain
10.2
Implement a SQL Generator as a Local Streamlit Web App
10.3
Deploy the SQL Generator in the Streamlit Community Cloud
10.4
Review of LangChain SQL Generation
App #10: Snowflake Query Analyzer and Optimizer
5
11.0
Introduction to Query Analysis and Performance Optimization
11.1
Experiment Interactively in VSCode
11.2
Create a Query Analyzer as a Local Streamlit Web App
11.3
Create a Query Analyzer as a Streamlit App calling a UDF
11.4
Review of Query Analysis and Performance Optimization
Conclusion
4
12.0
System Architectures
12.1
Final Thoughts
12.2
Test Your Knowledge
10 Questions
12.3
Congratulations, You Made It!
Review of LangChain SQL Generation
External Resources
Snowflake + LangChain: Generating SQL Queries from Natural Language Questions
Sample Data: TPC-H
Build your First SQL Database Agent with LangChain
Leave a Reply
Cancel reply
You must be
logged in
to post a comment.
Modal title
Main Content