Building Generative AI Apps to Talk to Your Data
- Category Other
- Type Tutorials
- Language English
- Total size 440.7 MB
- Uploaded By freecoursewb
- Downloads 167
- Last checked 1 day ago
- Date uploaded 6 months ago
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Infohash : 92DF858CD013BE58F7D64DE8890652691C892532
Building Generative AI Apps to Talk to Your Data
https://WebToolTip.com
Released 05/2025
With Snowflake, Inc
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 2h 36m 17s | Size: 440 MB
Learn how to harness generative AI to interact with both structured and unstructured data, transforming it into conversational applications that provide valuable insights.
Course details
Explore the power of generative AI in transforming how you interact with enterprise data by building conversational applications. Discover how to use retrieval-augmented generation (RAG) for unstructured data and table-assisted generation (TAG) for structured data to create intelligent, dynamic interfaces. Learn to leverage Snowflake's Cortex platform to develop applications that answer user queries in natural language, crossing the boundaries of traditional data analysis. Understand how to create semantic models that improve SQL generation; dive into practical implementations with Cortex Search and Cortex Analyst; and learn how to enhance your workflows with efficient data querying and processing techniques. Whether you're a data scientist, AI engineer, or business analyst, this course offers hands-on experience using Snowflake's built-in tools to optimize data interactions and unlock hidden data value.
Files:
[ WebToolTip.com ] Building Generative AI Apps to Talk to Your Data- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 01 - Introduction
- 01 - Getting answers from data.mp4 (19.5 MB)
- 01 - Getting answers from data.srt (10.7 KB)
- 02 - Getting answers from data Using RAG.mp4 (11.2 MB)
- 02 - Getting answers from data Using RAG.srt (6.5 KB)
- 03 - Getting answers from data Using text-to-SQL.mp4 (15.4 MB)
- 03 - Getting answers from data Using text-to-SQL.srt (8.7 KB)
- 04 - What we will build Success in this course.mp4 (11.2 MB)
- 04 - What we will build Success in this course.srt (5.6 KB)
- 01 - Querying unstructured data RAG.mp4 (12.8 MB)
- 01 - Querying unstructured data RAG.srt (6.8 KB)
- 02 - Querying unstructured data Hybrid search.mp4 (13.2 MB)
- 02 - Querying unstructured data Hybrid search.srt (6.6 KB)
- 03 - Querying structured data Text-to-SQL.mp4 (30.0 MB)
- 03 - Querying structured data Text-to-SQL.srt (14.8 KB)
- 04 - Let’s dive in.mp4 (5.4 MB)
- 04 - Let’s dive in.srt (2.3 KB)
- 01 - Opening up unstructured data with RAG.mp4 (17.9 MB)
- 01 - Opening up unstructured data with RAG.srt (7.9 KB)
- 02 - What is Cortex Search.mp4 (33.0 MB)
- 02 - What is Cortex Search.srt (18.9 KB)
- 03 - Loading unstructured data to a Snowflake stage.mp4 (15.4 MB)
- 03 - Loading unstructured data to a Snowflake stage.srt (8.3 KB)
- 04 - Parsing and chunking text.mp4 (11.1 MB)
- 04 - Parsing and chunking text.srt (7.7 KB)
- 05 - Creating the Cortex Search Service.mp4 (10.9 MB)
- 05 - Creating the Cortex Search Service.srt (5.9 KB)
- 06 - Building a RAG with Cortex Search.mp4 (10.9 MB)
- 06 - Building a RAG with Cortex Search.srt (8.9 KB)
- 07 - How to measure success.mp4 (17.2 MB)
- 07 - How to measure success.srt (11.3 KB)
- 08 - Automatic processing of new documents.mp4 (10.4 MB)
- 08 - Automatic processing of new documents.srt (5.2 KB)
- 09 - Building out the front end.mp4 (11.8 MB)
- 09 - Building out the front end.srt (8.5 KB)
- 10 - Well done!.mp4 (6.5 MB)
- 10 - Well done!.srt (3.0 KB)
- 01 - Avoiding death by dashboard.mp4 (19.7 MB)
- 01 - Avoiding death by dashboard.srt (9.6 KB)
- 02 - Setting up the app.mp4 (13.3 MB)
- 02 - Setting up the app.srt (8.8 KB)
- 03 - Understanding the semantic model.mp4 (22.5 MB)
- 03 - Understanding the semantic model.srt (15.6 KB)
- 04 - Working with the semantic model.mp4 (13.1 MB)
- 04 - Working with the semantic model.srt (8.1 KB)
- 05 - Using Cortex Analyst.mp4 (17.6 MB)
- 05 - Using Cortex Analyst.srt (10.4 KB)
- 06 - From text-to-SQL to TAG Creating table-assisted generation.mp4 (10.0 MB)
- 06 - From text-to-SQL to TAG Creating table-assisted generation.srt (5.8 KB)
- 07 - Expanding the scope of the semantic model.mp4 (32.1 MB)
- 07 - Expanding the scope of the semantic model.srt (21.0 KB)
- 08 - Building the Streamlit app.mp4 (35.4 MB)
- 08 - Building the Streamlit app.srt (21.2 KB)
- 09 - Congratulations!.mp4 (13.0 MB)
- 09 - Congratulations!.srt (5.7 KB)
- Bonus Resources.txt (0.1 KB)
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