Udemy - Certification Course Snowflake SNOWPROⓇ SPECIALTY - GEN AI

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2.4 GB
  • Uploaded Byfreecoursewb
  • Downloads21
  • Last checkedOct. 24th '25
  • Date uploadedOct. 24th '25
  • Seeders 11
  • Leechers8

Infohash : E025A39080A12DFB5D761B45B81F2A6C0249B78B

Certification Course Snowflake SNOWPROⓇ SPECIALTY : GEN AI

https://WebToolTip.com

Published 10/2025
Created by HadoopExam Learning Resources
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 110 Lectures ( 7h 35m ) | Size: 2.42 GB

Master Snowflake Gen AI Fundamentals for the SnowPro Specialty Exam — Concept-Driven Prep

What you'll learn
Master Snowflake Cortex AI fundamentals—LLMs, Cortex Search, Cortex Analyst, Fine-tuning, and Snowflake Copilot—to solve real enterprise Gen AI use cases.
Implement Retrieval-Augmented Generation (RAG) in Snowflake using vector embeddings, semantic search, and Cortex Search indexes for high-quality answers.
Use Snowflake LLM functions (COMPLETE, TRY_COMPLETE, SUMMARIZE, TRANSLATE, CLASSIFY_TEXT, EXTRACT_ANSWER, PARSE_DOCUMENT, EMBED_TEXT_768/1024) with SQL and REST
Build text-to-SQL analytics with Cortex Analyst, including semantic model creation (YAML/semantic views), Suggested Questions, and Verified Query Repository (VQ
Evaluate model choices for capability, latency, and cost; apply COUNT_TOKENS and token-minimization patterns for predictable spending.
Fine-tune LLMs in Snowflake (Cortex Fine-tuning) and register open-source models via Snowflake Model Registry and Snowpark Container Services.
Design multi-turn chat applications on Snowflake data (e.g., Streamlit) with robust session state, parameter control, and secure invocation of Cortex functions.
Productionize AI pipelines: enrich, transform, and extract insights from unstructured text (transcripts, PDFs) using COMPLETE Structured Outputs and SQL tasks.
Enforce Gen AI governance with RBAC, guardrails, model allow-lists (CORTEX_MODELS_ALLOWLIST), and secure REST authentication strategies.
Monitor and optimize costs using Snowflake service consumption tables, CORTEX_FUNCTIONS_USAGE_HISTORY, and Cortex Search/Analyst usage views.
Apply AI observability (traces, evaluations, comparisons, event tables) and TruLens-based metrics to improve quality and reduce hallucinations.
Configure cross-region inference (CORTEX_ENABLED_CROSS_REGION) and architect for availability, latency, and data residency requirements.
Operationalize Document AI: prepare documents, train models, use !PREDICT, automate pipelines, and troubleshoot errors and limits.
Meet exam scenarios with hands-on patterns for RBAC, guardrails, bias mitigation, error handling, and secure data access across SQL and Python.
Confidently map SnowPro Specialty: Gen AI exam domains (Overview, LLM Functions, Governance, Document AI) to real-world tasks and best practices.

Requirements
No prior Snowflake or Gen AI experience required—this course starts from first principles and builds up to exam-ready skills.
A free Snowflake trial account (or company account) and a modern web browser are sufficient for hands-on practice.
Basic SQL or Python is helpful but not mandatory; all labs include step-by-step walkthroughs and copy-paste code.
Works on Windows, macOS, or Linux—no special hardware or paid tools needed beyond internet access.
Curiosity and a willingness to learn are the only requirements; the course provides templates, cheat sheets, and guided exercises.

Files:

[ WebToolTip.com ] Udemy - Certification Course Snowflake SNOWPROR SPECIALTY - GEN AI
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Domain 1.0 Snowflake for Gen AI Overview (26%)
    • 1 - Module-1 Understanding Snowflake Cortex and Large Language Models (LLMs).mp4 (29.7 MB)
    • 10 - Module-10 Controlling Access and Usage of Snowflake Cortex LLM Functions.mp4 (28.6 MB)
    • 11 - Module-11 Governance Controlling Model Access and Usage in Snowflake Cortex.mp4 (23.2 MB)
    • 12 - Module-12 Interactive LLM Testing Exploring the Cortex LLM Playground.mp4 (23.5 MB)
    • 13 - Module-13 Integrating AI into Data Pipelines using Snowflake AISQL.mp4 (29.6 MB)
    • 14 - Module-14 Snowflake Gen AI Interfaces Mastering the REST API.mp4 (25.4 MB)
    • 15 - Module-15 Bringing Your Own Models into Snowflake Using the Model Registry.mp4 (20.5 MB)
    • 16 - Module-16 Bringing Your Custom Models to Scale with Snowpark Container Services.mp4 (23.2 MB)
    • 17 - Module-17 Snowflake Cortex LLM Functions Vector Embeddings and RAG.mp4 (23.1 MB)
    • 18 - Module-18 Customizing LLMs Cortex LLM Functions Fine-Tuning.mp4 (13.8 MB)
    • 19 - Module-19 Cortex Search Retrieval Augmented Generation (RAG) Use Cases.mp4 (23.7 MB)
    • 2 - Module-2 Snowflake Cortex Search Building Fuzzy Search and RAG Applications.mp4 (27.3 MB)
    • 20 - Module-20 Cortex Search Unlocking Unstructured Data Insights.mp4 (23.6 MB)
    • 21 - Module-21 Cortex Search Programmatic Access via REST APIs.mp4 (2.9 MB)
    • 22 - Module-22 Cortex Analyst Semantic Models Stored in YAML Files on a Stage.mp4 (19.3 MB)
    • 23 - Module-23 Cortex Analyst Semantic Models Natively Stored in Semantic Views (Publ.mp4 (23.4 MB)
    • 24 - Module-24 Cortex Analyst Text-to-SQL and Structured Data Use Cases.mp4 (20.9 MB)
    • 25 - Module-25 Cortex Analyst Integrating Natural Language Queries via REST API.mp4 (21.8 MB)
    • 26 - Module-26 Cortex Agents REST API Setup and Interaction (Public Preview).mp4 (23.2 MB)
    • 27 - Module-27 Cross-Region AI Inference Understanding CORTEX_ENABLED_CROSS_REGION (C.mp4 (23.3 MB)
    • 28 - Module-28 Cross-Region Inference Understanding and Managing Latency.mp4 (30.1 MB)
    • 29 - Module-29 Cross-Region Inference Availability and Considerations.mp4 (25.4 MB)
    • 3 - Module-3 Getting Started with Snowflake Cortex Analyst.mp4 (27.5 MB)
    • 4 - Module-4 Snowflake Cortex Fine-tuning Customizing Large Language Models.mp4 (28.6 MB)
    • 5 - Module-5 Getting Started with Snowflake Cortex Agents (Public Preview).mp4 (26.8 MB)
    • 6 - Module-6 An Introduction to Snowflake Copilot Your AI Data Assistant.mp4 (19.7 MB)
    • 7 - Module-7 Snowflake Security and Access Control Role-Based Access Control (RBAC).mp4 (23.1 MB)
    • 8 - Module-8 Snowflake Security, Privacy, and Control Principles (Guardrails).mp4 (28.0 MB)
    • 9 - Module-9 Snowflake Security Principles Understanding Required Privileges for AI.mp4 (28.1 MB)
    2 - Domain 2.0 Snowflake Gen AI & LLM Functions (40%)
    • 1 - Module-30 Applying Generative AI and LLM Functions in Snowflake Cortex.mp4 (28.9 MB)
    • 10 - Module-39 Snowflake Cortex Generating Vector Embeddings with EMBED_TEXT_1024.mp4 (22.8 MB)
    • 11 - Module-40 Snowflake Cortex Search Building Retrieval-Augmented Generation (RAG).mp4 (23.8 MB)
    • 12 - Module-41 Applying Generative AI to Data Snowflake Cortex Analyst.mp4 (20.0 MB)
    • 13 - Module-42 Applying Generative AI Cortex Fine-tuning for Custom LLMs.mp4 (19.6 MB)
    • 14 - Module-43 Applying Gen AI Snowflake Cortex Agents (Public Preview).mp4 (21.3 MB)
    • 15 - Module-44 Snowflake Cortex Vector Functions Understanding VECTOR_INNER_PRODUCT.mp4 (19.6 MB)
    • 16 - Module-45 Vector Distance Metrics L1, L2, and Cosine Similarity in Snowflake.mp4 (18.9 MB)
    • 17 - Module-46 Snowflake Cortex Helper Functions COUNT_TOKENS and TRY_COMPLETE.mp4 (23.1 MB)
    • 18 - Module-47 Snowflake Cortex SPLIT_TEXT_RECURSIVE_CHARACTER for RAG Chunking.mp4 (20.8 MB)
    • 19 - Module-48 Choosing the Right LLM in Snowflake Cortex Capability, Latency, and Co.mp4 (20.0 MB)
    • 2 - Module-31 Snowflake Cortex COMPLETE Generating Structured JSON Outputs.mp4 (25.1 MB)
    • 20 - Module-49 Data Analysis with Fully-Managed LLMs and RAG in Snowflake Cortex.mp4 (21.0 MB)
    • 21 - Module-50 Analyzing Unstructured Data with Text-to-SQL Services in Snowflake.mp4 (17.2 MB)
    • 22 - Module-51 Analyzing Unstructured Data Using Snowflake CORTEXPARSE_DOCUMENT.mp4 (23.4 MB)
    • 23 - Module-52 Data Analysis for Beginners Structured Data Use Cases.mp4 (33.3 MB)
    • 24 - Module-53 Cortex Analyst and the Verified Query Repository (VQR) Data Analysis F.mp4 (31.0 MB)
    • 25 - Module-54 Data Analysis with Cortex Integrating Analyst and Search.mp4 (31.3 MB)
    • 26 - Module-55 Cortex Analyst Using Suggested and Onboarding Questions.mp4 (24.5 MB)
    • 27 - Module-56 Customizing Cortex Analyst The Power of Instructions.mp4 (24.3 MB)
    • 28 - Module-57 Optimizing AI Performance Latency, Fine-Tuning, and Model Size.mp4 (29.0 MB)
    • 29 - Module-58 Chat Interfaces Required Privileges for Snowflake Setup.mp4 (26.1 MB)
    • 3 - Module-32 Snowflake Cortex Task-Specific Function CLASSIFY_TEXT.mp4 (20.0 MB)
    • 30 - Module-59 Building Chat Interfaces Invoking Snowflake Cortex Functions in Stream.mp4 (29.5 MB)
    • 31 - Module-60 Building Stateful Chatbots Multi-Turn Architecture Fundamentals.mp4 (26.5 MB)
    • 32 - Module-61 Advanced Chat Interfaces Controlling LLM Parameters in Cortex.mp4 (29.2 MB)
    • 33 - Module-62 AI Pipelines Integrating Snowflake Cortex via SQL Interface.mp4 (28.2 MB)
    • 34 - Module-63 Data Extraction from Transcripts using Snowflake Cortex COMPLETE.mp4 (22.8 MB)
    • 35 - Module-64 Data Pipeline Enrichment using Snowflake Cortex Functions.mp4 (28.0 MB)
    • 36 - Module-65 AI Data Augmentation Leveraging Snowflake Cortex Functions in Data Pip.mp4 (29.3 MB)
    • 37 - Module-66 Snowflake Cortex Data Transformations in AI Pipelines.mp4 (25.4 MB)
    • 38 - Module-67 Snowpark Container Services (SPCS) Environment Setup for Third-Party M.mp4 (27.6 MB)
    • 39 - Module-68 Running Third-Party Models Docker Images in Snowpark Container Service.mp4 (3.5 MB)
    • 4 - Module-33 Snowflake Cortex EXTRACT_ANSWER Function for Precise Data Retrieval.mp4 (18.4 MB)
    • 40 - Module-69 Running Third-Party Models Snowpark Container Services Specification F.mp4 (23.6 MB)
    • 41 - Module-70 Snowpark Container Services Creating a Compute Pool.mp4 (26.2 MB)
    • 42 - Module-71 Secure Deployment Creating a Snowpark Image Repository.mp4 (16.4 MB)
    • 43 - Module-72 Logging Third-Party Models in the Snowflake Model Registry.mp4 (23.2 MB)
    • 44 - Module-73 Calling Third-Party Models from the Snowflake Model Registry.mp4 (20.1 MB)
    • 5 - Module-34 Snowflake Cortex Task-Specific Function AI_PARSE_DOCUMENT.mp4 (19.0 MB)
    • 6 - Module-35 Snowflake Cortex Task-Specific Functions Sentiment Analysis.mp4 (19.5 MB)
    • 7 - Module-36 Snowflake Cortex SUMMARIZE Function for Text Abbreviation.mp4 (18.2 MB)
    • 8 - Module-37 Snowflake Cortex Automated Language Translation with TRANSLATE Functio

Code:

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