Semantic Layers in the Age of AI are 100% Needed
Related videos
The Lakers TRAMPLED In Game 1 SETS OFF Gil's Arena
The Arena
113.2k views
The Lakers NEED To Push The Panic Button
The Arena
53.4k views
Learn Databricks in Under 2 Hours
Alex The Analyst
76.7k views
Vucic and dangers of EU in Serbia
The Duran
68.5k views
“They’re RAGE BAITING!” | B/R's Top 100 NBA Players of All Time, Ranked
Joe Budden TV
60.7k views
The Crisis In Physics: Are We Missing 17 Layers of Reality?
PBS Space Time
682.8k views
How to Become a Healthcare Analyst in 2025
Alex The Analyst
44.7k views
What is Healthcare Analytics?
Alex The Analyst
40.6k views
Learn SQL Beginner to Advanced in Under 4 Hours
Alex The Analyst
1.3m views
Data Cleaning in MySQL | Full Project
Alex The Analyst
422.7k views
Unlock all features
FREE: Get instant access to 10 AI summaries, chats, or transcripts per day.
Unlock all features
FREE: Get instant access to 10 AI summaries, chats, or transcripts per day.
Unlock all features
FREE: Get instant access to 10 AI summaries, chats, or transcripts per day.
Unlock all features
FREE: Get instant access to 10 AI summaries, chats, or transcripts per day.
Unlock all features
FREE: Get instant access to 10 AI summaries, chats, or transcripts per day.
Related videos
The Lakers TRAMPLED In Game 1 SETS OFF Gil's Arena
The Arena
113.2k views
The Lakers NEED To Push The Panic Button
The Arena
53.4k views
Learn Databricks in Under 2 Hours
Alex The Analyst
76.7k views
Vucic and dangers of EU in Serbia
The Duran
68.5k views
“They’re RAGE BAITING!” | B/R's Top 100 NBA Players of All Time, Ranked
Joe Budden TV
60.7k views
The Crisis In Physics: Are We Missing 17 Layers of Reality?
PBS Space Time
682.8k views
How to Become a Healthcare Analyst in 2025
Alex The Analyst
44.7k views
What is Healthcare Analytics?
Alex The Analyst
40.6k views
Learn SQL Beginner to Advanced in Under 4 Hours
Alex The Analyst
1.3m views
Data Cleaning in MySQL | Full Project
Alex The Analyst
422.7k views
Top Comments (10)
Currently using semantic layers in Snowflake Cortex. Enjoying it so far
I agree that understanding data structure and context is the biggest challenge to using AI effectively for data analysis. Right now, I find myself shying away from using AI because I have to spend so much time explaining context and business rules/logic to get a useful output. I'd love to see a follow-up video showing how to get started building a semantic layer on top of existing tables.
So the layers are Date -> Semantic model (data model) -> Semantic Layer -> Ontology layer ?
Great video, going through this right now
I have worked with semantic models for a while already and what you said about politics is extremely true. Additionally, quite some colleagues don't really see any value in this direction and it doesn't feel good, although I find this work genuinely exciting and meaningful
have you ever got your iq score id imagine it was high
You mention that semantic layers could be as simple as Yaml file- What are some other examples of what semantic layers might look like? Could you build sub-agents with system prompts that detail the data it is responsible for? Could you just have skill markdown file for each dataset?
Sounds like a lot of work
Is Semantic Layer and Ontology Layer the same or different?
Hey Alex plz make series Snowflake with Cortex Ai
Unlock the Data Inside
Turn Videos into Knowledge
- Get FREE 10/day: transcripts, summaries, chats
- Chat with videos, export text & PDF
- $1 free API credit for RAG, chatbots & research
Free forever plan • All features unlocked
Top Comments (10)
Currently using semantic layers in Snowflake Cortex. Enjoying it so far
I agree that understanding data structure and context is the biggest challenge to using AI effectively for data analysis. Right now, I find myself shying away from using AI because I have to spend so much time explaining context and business rules/logic to get a useful output. I'd love to see a follow-up video showing how to get started building a semantic layer on top of existing tables.
So the layers are Date -> Semantic model (data model) -> Semantic Layer -> Ontology layer ?
Great video, going through this right now
I have worked with semantic models for a while already and what you said about politics is extremely true. Additionally, quite some colleagues don't really see any value in this direction and it doesn't feel good, although I find this work genuinely exciting and meaningful
have you ever got your iq score id imagine it was high
You mention that semantic layers could be as simple as Yaml file- What are some other examples of what semantic layers might look like? Could you build sub-agents with system prompts that detail the data it is responsible for? Could you just have skill markdown file for each dataset?
Sounds like a lot of work
Is Semantic Layer and Ontology Layer the same or different?
Hey Alex plz make series Snowflake with Cortex Ai