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Building Generative AI Apps to Talk to Your Data
Coursera
Course
Unknown

Building Generative AI Apps to Talk to Your Data

Snowflake

Learn to build conversational AI applications enabling interaction with structured and unstructured data using Text-to-SQL, RAG, and hybrid search techniques.

Unknown3 weeksEnglish

About this Course

In this course, you’ll learn how to build conversational AI applications that let users interact with their data, whether structured in tables or unstructured in documents, using natural language. Designed as the next step after our Intro to GenAI course, this course focuses on building practical applications with Snowflake Cortex, including Cortex Search for unstructured data and Cortex Analyst for structured data. You'll gain the skills to connect these applications to real data sources, buil

What You'll Learn

  • Understand data interaction techniques including Text-to-SQL, RAG, and hybrid search
  • Build high-quality, up-to-date RAG with Cortex Search
  • Build Text-to-SQL applications with Cortex Analyst for structured data queries
  • Create front-end apps for RAG and Text-to-SQL using Streamlit

Instructors

S

Snowflake Northstar

Topics

Natural Language Processing
Data Pipelines
Snowflake Schema
Semantic Web
User Interface (UI)
LLM Application
Prompt Engineering
Generative AI
Embeddings
Retrieval-Augmented Generation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

معالجة اللغة الطبيعية
قنوات بيانات
مخطط Snowflake
الويب الدلالي
واجهة المستخدم
تطبيقات نماذج اللغات الكبيرة
هندسة الإرشاد
الذكاء الاصطناعي التوليدي
Embeddings
Retrieval-Augmented Generation

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