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[ WebToolTip com ] Udemy - Certification Course Snowflake SNOWPROR SPECIALTY - GEN AI
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1 - Domain 1.0 Snowflake for Gen AI Overview (26%)
1 - Module-1 Understanding Snowflake Cortex and Large Language Models (LLMs).mp4
10 - Module-10 Controlling Access and Usage of Snowflake Cortex LLM Functions.mp4
11 - Module-11 Governance Controlling Model Access and Usage in Snowflake Cortex.mp4
12 - Module-12 Interactive LLM Testing Exploring the Cortex LLM Playground.mp4
13 - Module-13 Integrating AI into Data Pipelines using Snowflake AISQL.mp4
14 - Module-14 Snowflake Gen AI Interfaces Mastering the REST API.mp4
15 - Module-15 Bringing Your Own Models into Snowflake Using the Model Registry.mp4
16 - Module-16 Bringing Your Custom Models to Scale with Snowpark Container Services.mp4
17 - Module-17 Snowflake Cortex LLM Functions Vector Embeddings and RAG.mp4
18 - Module-18 Customizing LLMs Cortex LLM Functions Fine-Tuning.mp4
19 - Module-19 Cortex Search Retrieval Augmented Generation (RAG) Use Cases.mp4
2 - Module-2 Snowflake Cortex Search Building Fuzzy Search and RAG Applications.mp4
20 - Module-20 Cortex Search Unlocking Unstructured Data Insights.mp4
21 - Module-21 Cortex Search Programmatic Access via REST APIs.mp4
22 - Module-22 Cortex Analyst Semantic Models Stored in YAML Files on a Stage.mp4
23 - Module-23 Cortex Analyst Semantic Models Natively Stored in Semantic Views (Publ.mp4
24 - Module-24 Cortex Analyst Text-to-SQL and Structured Data Use Cases.mp4
25 - Module-25 Cortex Analyst Integrating Natural Language Queries via REST API.mp4
26 - Module-26 Cortex Agents REST API Setup and Interaction (Public Preview).mp4
27 - Module-27 Cross-Region AI Inference Understanding CORTEX_ENABLED_CROSS_REGION (C.mp4
28 - Module-28 Cross-Region Inference Understanding and Managing Latency.mp4
29 - Module-29 Cross-Region Inference Availability and Considerations.mp4
3 - Module-3 Getting Started with Snowflake Cortex Analyst.mp4
4 - Module-4 Snowflake Cortex Fine-tuning Customizing Large Language Models.mp4
5 - Module-5 Getting Started with Snowflake Cortex Agents (Public Preview).mp4
6 - Module-6 An Introduction to Snowflake Copilot Your AI Data Assistant.mp4
7 - Module-7 Snowflake Security and Access Control Role-Based Access Control (RBAC).mp4
8 - Module-8 Snowflake Security, Privacy, and Control Principles (Guardrails).mp4
9 - Module-9 Snowflake Security Principles Understanding Required Privileges for AI.mp4
2 - Domain 2.0 Snowflake Gen AI & LLM Functions (40%)
1 - Module-30 Applying Generative AI and LLM Functions in Snowflake Cortex.mp4
10 - Module-39 Snowflake Cortex Generating Vector Embeddings with EMBED_TEXT_1024.mp4
11 - Module-40 Snowflake Cortex Search Building Retrieval-Augmented Generation (RAG).mp4
12 - Module-41 Applying Generative AI to Data Snowflake Cortex Analyst.mp4
13 - Module-42 Applying Generative AI Cortex Fine-tuning for Custom LLMs.mp4
14 - Module-43 Applying Gen AI Snowflake Cortex Agents (Public Preview).mp4
15 - Module-44 Snowflake Cortex Vector Functions Understanding VECTOR_INNER_PRODUCT.mp4
16 - Module-45 Vector Distance Metrics L1, L2, and Cosine Similarity in Snowflake.mp4
17 - Module-46 Snowflake Cortex Helper Functions COUNT_TOKENS and TRY_COMPLETE.mp4
18 - Module-47 Snowflake Cortex SPLIT_TEXT_RECURSIVE_CHARACTER for RAG Chunking.mp4
19 - Module-48 Choosing the Right LLM in Snowflake Cortex Capability, Latency, and Co.mp4
2 - Module-31 Snowflake Cortex COMPLETE Generating Structured JSON Outputs.mp4
20 - Module-49 Data Analysis with Fully-Managed LLMs and RAG in Snowflake Cortex.mp4
21 - Module-50 Analyzing Unstructured Data with Text-to-SQL Services in Snowflake.mp4
22 - Module-51 Analyzing Unstructured Data Using Snowflake CORTEXPARSE_DOCUMENT.mp4
23 - Module-52 Data Analysis for Beginners Structured Data Use Cases.mp4
24 - Module-53 Cortex Analyst and the Verified Query Repository (VQR) Data Analysis F.mp4
25 - Module-54 Data Analysis with Cortex Integrating Analyst and Search.mp4
26 - Module-55 Cortex Analyst Using Suggested and Onboarding Questions.mp4
27 - Module-56 Customizing Cortex Analyst The Power of Instructions.mp4
28 - Module-57 Optimizing AI Performance Latency, Fine-Tuning, and Model Size.mp4
29 - Module-58 Chat Interfaces Required Privileges for Snowflake Setup.mp4
3 - Module-32 Snowflake Cortex Task-Specific Function CLASSIFY_TEXT.mp4
30 - Module-59 Building Chat Interfaces Invoking Snowflake Cortex Functions in Stream.mp4
31 - Module-60 Building Stateful Chatbots Multi-Turn Architecture Fundamentals.mp4
32 - Module-61 Advanced Chat Interfaces Controlling LLM Parameters in Cortex.mp4
33 - Module-62 AI Pipelines Integrating Snowflake Cortex via SQL Interface.mp4
34 - Module-63 Data Extraction from Transcripts using Snowflake Cortex COMPLETE.mp4
35 - Module-64 Data Pipeline Enrichment using Snowflake Cortex Functions.mp4
36 - Module-65 AI Data Augmentation Leveraging Snowflake Cortex Functions in Data Pip.mp4
37 - Module-66 Snowflake Cortex Data Transformations in AI Pipelines.mp4
38 - Module-67 Snowpark Container Services (SPCS) Environment Setup for Third-Party M.mp4
39 - Module-68 Running Third-Party Models Docker Images in Snowpark Container Service.mp4
4 - Module-33 Snowflake Cortex EXTRACT_ANSWER Function for Precise Data Retrieval.mp4
40 - Module-69 Running Third-Party Models Snowpark Container Services Specification F.mp4
41 - Module-70 Snowpark Container Services Creating a Compute Pool.mp4
42 - Module-71 Secure Deployment Creating a Snowpark Image Repository.mp4
43 - Module-72 Logging Third-Party Models in the Snowflake Model Registry.mp4
44 - Module-73 Calling Third-Party Models from the Snowflake Model Registry.mp4
5 - Module-34 Snowflake Cortex Task-Specific Function AI_PARSE_DOCUMENT.mp4
6 - Module-35 Snowflake Cortex Task-Specific Functions Sentiment Analysis.mp4
7 - Module-36 Snowflake Cortex SUMMARIZE Function for Text Abbreviation.mp4
8 - Module-37 Snowflake Cortex Automated Language Translation with TRANSLATE Functio.mp4
9 - Module-38 Snowflake Cortex Vector Embeddings with EMBED_TEXT_768.mp4
3 - Domain 3.0 Snowflake Gen AI Governance (22%)
1 - Module-74 Model Access Controls Restricting Model Usage in Snowflake.mp4
10 - Module-83 Guardrails and Error Conditions in LLM Responses.mp4
11 - Module-84 Monitoring and Optimizing Snowflake Cortex Search Costs.mp4
12 - Module-85 Monitoring and Optimizing Snowflake Cortex Analyst Costs.mp4
13 - Module-86 Cortex LLM Functions Strategies for Token Minimization and Cost Contro.mp4
14 - Module-87 Optimizing Costs for Snowflake Cortex LLM Functions.mp4
15 - Module-88 Cortex Cost Management Tracking Usage and Consumption Quotas.mp4
16 - Module-89 Cortex Cost Monitoring Tracking AI Function Usage History.mp4
17 - Module-90 Tracking and Optimizing Snowflake Cortex Function Usage and Costs.mp4
18 - Module-91 Snowflake AI Observability Features and Evaluation Metrics.mp4
19 - Module-92 Snowflake AI Observability Features and Quality Comparisons.mp4
2 - Module-75 Cortex LLM REST API Access Control and Allowlist Management.mp4
20 - Module-93 Snowflake AI Observability Deep Dive into Application Tracing.mp4
21 - Module-94 Snowflake AI Observability Features and Logging (Public Preview).mp4
22 - Module-95 Snowflake AI Observability Event Tables and Feature Monitoring.mp4
23 - Module-96 AI Observability Implementation Using the TruLens SDK.mp4
3 - Module-76 Access Control for Cortex COMPLETE The Model Allowlist Concept.mp4
4 - Module-77 Model Access Control Using SNOWFLAKE.CORTEX.TRY_COMPLETE and Allowlist.mp4
5 - Module-78 Access Control in the Cortex LLM Playground.mp4
6 - Module-79 Data Safety and Security Keeping Data Inside Snowflake AI Boundaries.mp4
7 - Module-80 Model Access Controls Snowflake REST API Authentication Methods.mp4
8 - Module-81 Setting Guardrails Filtering Unsafe LLM Responses with Cortex Guard.mp4
9 - Module-82 Guardrails and Quality Control for LLM Responses.mp4
4 - Domain 4.0 Snowflake Document AI (12%)
1 - Module-97 Document AI Setup Virtual Warehouse, Database, and Schema Configuratio.mp4
10 - Module-106 Troubleshooting Document AI Extraction Query Errors.mp4
11 - Module-107 Document AI Troubleshooting The GET_PRESIGNED_URL Function.mp4
12 - Module-108 Troubleshooting Document AI Requirements and Privileges.mp4
13 - Module-109 Troubleshooting Document AI Cost and Best Practices.mp4
2 - Module-98 Document AI Setup Essential Roles and Privileges.mp4
3 - Module-99 Document AI Preparing and Uploading Documents.mp4
4 - Module-100 Document AI Preparing Documents and Training the Model.mp4
5 - Module-101 Document AI Essential Input Requirements (Formats and Limits).mp4
6 - Module-102 Document AI Best Practices for Question Optimization.mp4
7 - Module-103 Document AI Extraction Conditions and Requirements.mp4
8 - Module-104 Document AI Extracting Values with model_build_name !PREDICT.mp4
9 - Module-105 Document AI Automating Data Extraction Pipelines.mp4
6 - How to download eBook
1 - eBook download instructions [PDF].html
Bonus Resources.txt
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