Curriculum
- 5 Sections
- 52 Lessons
- Lifetime
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- Introduction4
- Testing Local Streamlit Web Apps13
- 2.1Introduction and Section Summary
- 2.2Build a Simple Hierarchical Data Viewer in Python
- 2.3Convert the Hierarchical Data Viewer to a Streamlit Web App
- 2.4Hierarchical Data Charts in Streamlit with Plotly
- 2.5Streamlit Layout Components
- 2.6Add Hierarchical Formats and Animation
- 2.7Improve Original Data Viewer App and Make It More Generic
- 2.8Use Streamlit Input Controls
- 2.9Cache Data Between Page Reruns
- 2.10Save State Data Between Page Reruns
- 2.11Use Control Callbacks on Page Reruns
- 2.12Finalize the Hierarchical Data Viewer as a Streamlit Web App
- 2.13Test Your Knowledge10 Minutes0 Questions
- Sharing Streamlit Web Apps in Streamlit Cloud7
- 3.1Introduction and Section Summary
- 3.2Deploy Your Local Web App to Streamlit Cloud
- 3.3Use Data Caching with a Generated Session ID
- 3.4Make App Private and Protect Public App Access
- 3.5Data Analysis of Real-Estate Properties with a BI Streamlit App
- 3.6ML Object Detection with a CNN Data Science Streamlit App
- 3.7Test Your Knowledge10 Minutes0 Questions
- Connecting Streamlit Apps to Snowflake18
- 4.1Introduction and Section Summary
- 4.2Upload Data into a New Snowflake Account through the Web UI
- 4.3Connect to Snowflake with SnowSQL CLI
- 4.4Connect to Snowflake with the Connector for Python
- 4.5Connect to Snowflake with Snowpark for Python
- 4.6Build a Complex Query with the Python Client and Snowpark
- 4.7Build a Complex Query with the Snowpark DataFrame API
- 4.8Push Python Code as a Stored Procedure with Snowpark
- 4.9Connect to Snowflake with Streamlit Connector in Multi-Page App
- 4.10Connect the Hierarchical Data Viewer to Snowflake
- 4.11Enhance the Hierarchical Data Viewer with Recursive Queries
- 4.12Deploy the Connected Hierarchical Data Viewer to Streamlit Cloud
- 4.13Create a Hierarchical Metadata Viewer as a Streamlit Multi-Page App
- 4.14Create an Entity-Relationship Diagram Viewer with Streamlit
- 4.15Create a NLP Sentiment Analysis App with the IMDB Reviews
- 4.16Integrate Snowflake with ChatGPT
- 4.17Create a ChatGPT Agent for Your Web Pages
- 4.18Test Your Knowledge10 Minutes0 Questions
- Deploying Streamlit Apps to Snowflake14
- 5.1Introduction and Section Summary
- 5.2Create and Deploy a Streamlit in Snowflake App
- 5.3Deploy the Hierarchical Data Viewer in Snowflake as a Streamlit App
- 5.4Deploy the Hierarchical Metadata Viewer in Snowflake as a Streamlit App
- 5.5Create a Multi-Page Dashboard with Vega-Lite Charts as a Streamlit App
- 5.6Create a Multi-Page Dashboard with Altair Charts as a Streamlit App
- 5.7Train a Linear Regression ML Model and Predict with UDF
- 5.8Deploy the Hierarchical Metadata Viewer as a Snowflake Native App
- 5.9Deploy the Hierarchical Data Viewer as a Snowflake Native App
- 5.10Review the Snowflake Native App Framework
- 5.11Enrich IP Address Data with a Snowflake Native App
- 5.12Install and Run a Free Snowflake Native App from the Marketplace
- 5.13Test Your Knowledge10 Minutes0 Questions
- 5.14Congratulations, You Made It!