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Building Generative AI Apps to Talk to Your Data

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Building Generative AI Apps to Talk to Your Data (Size: 440.7 MB)
  01 - Avoiding death by dashboard.mp4 19.7 MB
  01 - Avoiding death by dashboard.srt 9.6 KB
  01 - Getting answers from data.mp4 19.5 MB
  01 - Getting answers from data.srt 10.7 KB
  01 - Opening up unstructured data with RAG.mp4 17.9 MB
  01 - Opening up unstructured data with RAG.srt 7.9 KB
  01 - Querying unstructured data RAG.mp4 12.8 MB
  01 - Querying unstructured data RAG.srt 6.8 KB
  02 - Getting answers from data Using RAG.mp4 11.2 MB
  02 - Getting answers from data Using RAG.srt 6.5 KB
  02 - Querying unstructured data Hybrid search.mp4 13.2 MB
  02 - Querying unstructured data Hybrid search.srt 6.6 KB
  02 - Setting up the app.mp4 13.3 MB
  02 - Setting up the app.srt 8.8 KB
  02 - What is Cortex Search.mp4 33 MB
  02 - What is Cortex Search.srt 18.9 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
  03 - Loading unstructured data to a Snowflake stage.mp4 15.4 MB
  03 - Loading unstructured data to a Snowflake stage.srt 8.3 KB
  03 - Querying structured data Text-to-SQL.mp4 30 MB
  03 - Querying structured data Text-to-SQL.srt 14.8 KB
  03 - Understanding the semantic model.mp4 22.5 MB
  03 - Understanding the semantic model.srt 15.6 KB
  04 - Let’s dive in.mp4 5.4 MB
  04 - Let’s dive in.srt 2.3 KB
  04 - Parsing and chunking text.mp4 11.1 MB
  04 - Parsing and chunking text.srt 7.7 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
  04 - Working with the semantic model.mp4 13.1 MB
  04 - Working with the semantic model.srt 8.1 KB
  05 - Creating the Cortex Search Service.mp4 10.9 MB
  05 - Creating the Cortex Search Service.srt 5.9 KB
  05 - Using Cortex Analyst.mp4 17.6 MB
  05 - Using Cortex Analyst.srt 10.4 KB
  06 - Building a RAG with Cortex Search.mp4 10.9 MB
  06 - Building a RAG with Cortex Search.srt 8.9 KB
  06 - From text-to-SQL to TAG Creating table-assisted generation.mp4 10 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 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
  08 - Building the Streamlit app.mp4 35.4 MB
  08 - Building the Streamlit app.srt 21.2 KB
  09 - Building out the front end.mp4 11.8 MB
  09 - Building out the front end.srt 8.5 KB
  09 - Congratulations!.mp4 13 MB
  09 - Congratulations!.srt 5.7 KB
  10 - Well done!.mp4 6.5 MB
  10 - Well done!.srt 3 KB
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 56 total files

Description


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.

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