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[ WebToolTip.com ] Udemy - Snowflake Cortex AI - Build Production AI Apps

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Size
1.8 GB
Seeders
18
Leechers
7
Files
98
Category
Other
Added
08/17/26 at 11:35am GMT+1
Infohash
614205e0e814cbe03ad1f8c3b5298248175265d2

Description
Snowflake Cortex AI: Build Production AI Apps

https://WebToolTip.com

Published 7/2026
Created by Snowbrix Academy
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Expert | Genre: eLearning | Language: English | Duration: 87 Lectures ( 6h 9m ) | Size: 1.8 GB

AI_COMPLETE, Cortex Search, Analyst, ML Functions & Agents — real SQL, a CPG capstone, zero hype.

What you'll learn
⚡ Call every Cortex AI task function (AI_SENTIMENT, AI_TRANSLATE, AI_EXTRACT, AI_COMPLETE) from SQL, choosing the right one via the tool-selection matrix
⚡ Build a Cortex Search-powered RAG assistant over unstructured enterprise documents, with correct chunking and retrieval
⚡ Build a Cortex Analyst semantic model with correct YAML nesting (facts/dimensions/synonyms per table) for natural-language answers with zero fabricated joins
⚡ Extract structured data from real business documents with the AI_PARSE_DOCUMENT/AI_EXTRACT pipeline
⚡ Forecast demand and detect operational anomalies with Cortex ML Functions, quantifying business impact in real dollars
⚡ Fine-tune a Cortex model correctly — and recognize the far more common cases where fine-tuning is the wrong first move
⚡ Orchestrate a multi-tool AI agent and wrap it in a governed Streamlit-in-Snowflake app
⚡ Monitor and control Cortex spend with the real, current usage-history view (not a deprecated one)
⚡ Enforce RBAC, PII redaction, and prompt-injection guardrails on every production Cortex call
⚡ Diagnose and fix the real failure modes of production Cortex pipelines: prompt drift, stale search indexes, silent quality regressions
⚡ Package and distribute a Cortex-powered application via the Snowflake Native App Framework
⚡ Ship a governed, cost-monitored, end-to-end CPG intelligence platform as a capstone — and translate the same pattern to any other domain

Requirements
❗ A working knowledge of SQL — SELECT, JOIN, GROUP BY, window functions
❗ Basic familiarity with Snowflake (a free 30-day trial covers every exercise in this course — setup instructions included)
❗ No prior AI/ML experience required — every Cortex concept is built from zero
❗ Comfortable reading Python is helpful for the Streamlit app-layer modules, but not required to follow the SQL-first majority of the course
❗ A laptop and a Snowflake account (trial or existing) — no other tools needed

File list
  • [ WebToolTip.com ] Udemy - Snowflake Cortex AI - Build Production AI Apps
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/1. The 3am Stockout — When Nobody Could Answer Why.mp4 16.9 MB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/2. What Cortex AI Actually Is — The Product Map.mp4 18.6 MB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/3. Batch SQL vs API vs Interactive — The Platform Boundary, Stated Up Front.mp4 22.3 MB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/01_document_ingestion.sql 2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/01_ingest.py 4.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/02_clean_merge.py 5.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/02_search_index.sql 2.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/03_analyze.py 3.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/03_semantic_model.yaml 3.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/04_forecast_and_anomaly.sql 2.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/04_visualize.py 2.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/05_orchestrating_agent.sql 3.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/05_pipeline.py 3.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/06_dashboard_app.py 3.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/06_streamlit_app.py 2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/07_memo.md 2.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/capstone/README.md 6.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_01_batch_the_work_serve_the_read.sql 1.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_01_one_query_not_five_dashboards.sql 1.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_01_why_python.py 2.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_02_cost_monitor_and_blast_radius.sql 2.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_02_fundamentals_i.py 3.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_02_verify_and_restore_cortex_access.sql 1.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_03_batch_fix_and_truncation_debug.sql 3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_03_first_production_ai_complete_call.sql 1.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_03_functions_robustness.py 7.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_04_data_structures.py 6.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_04_extract_filter_agg_over_handrolled_prompt.sql 2.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_04_task_function_triage.sql 1.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_05_files_formats.py 6.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_05_scheduled_sentiment_summary_task.sql 2.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_05_sentiment_spike_alert.sql 2.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_06_crossjoin_blowup_measurement.sql 2.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_06_embed_and_rank_by_meaning.sql 1.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_06_numpy_foundations.py 5.4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_07_create_cortex_search_service.sql 2.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_07_diagnose_stale_search_index.sql 1.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_07_pandas_fundamentals.py 4.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_08_grounded_answer_with_decline_guardrail.sql 3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_08_index_chunked_docs_and_retrieve.sql 2.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_08_pandas_cleaning_eda.py 5.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_09_pandas_reshaping_combining.py 4.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_09_semantic_model_yaml.yaml 2.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_09_verified_query.sql 2.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_10_pandas_time_series.py 3.4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_10_pos_shipment_semantic_model.yaml 2.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_10_sellthrough_join_fix.sql 2.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_11_extract_and_route.sql 3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_11_pandas_performance.py 3.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_11_parse_document_layout.sql 2.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_12_exogenous_reorder_point.sql 3.4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_12_forecast_per_sku_store.sql 2.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_12_matplotlib_foundations.py 3.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_13_seaborn_statistical_plots.py 3.4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_13_top_insights_contribution_drivers.sql 2.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_13_train_and_score_anomaly_detection.sql 2.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_14_escalation_gate_before_finetuning.sql 3.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_14_finetune_promo_code_parser.sql 2.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_14_interactive_dashboards.py 2.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_15_agent_runtime_and_guardrails.sql 3.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_15_data_storytelling_presentation.py 5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_15_tool_description_routing.yaml 3.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_16_debug_stale_forecast_and_unfiltered_lift.py 4.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_16_excel_python.py 5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_16_wire_search_analyst_forecast_agent.py 4.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_17_cost_spike_triage.sql 3.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_17_prompt_windowing.sql 2.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_17_sql_python.py 4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_18_apis_web_data.py 4.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_18_cost_and_pii_guardrails.sql 5.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_18_rbac_grant_checklist.sql 2.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_19_answer_cache_and_lane_check.py 5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_19_chat_rerun_fix.py 4.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_19_statistics_foundations.py 3.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_20_inference_testing.py 5.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_20_native_app_setup_script.sql 3.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_20_row_access_policy_and_share.sql 4.1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_21_ml_forecasting.py 7.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_21_prompt_versioning_and_drift.sql 4.4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_22_ai_augmented_analytics.py 4.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_22_meridian_platform_wiring.sql 9.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_23_automation.py 4.7 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_24_bigger_data.py 4.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_25_tooling_git.py 5.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_26_recap_bridge.md 3.5 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_27_case_studies.py 6.4 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_28_bi_integration.py 5.3 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/exercises/module_29_interview_playbook.md 5.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/README.md 4.2 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/setup/environment_setup.md 6.6 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/1018_all_py.py 5.8 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/1018_all_sh.sh 839 B
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/1018_all_slide_notes.txt 1 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/1018_all_yaml.yaml 6.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/5004_all_ps1.ps1 522 B
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/5004_all_py.py 69.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/5004_all_sh.sh 2.9 KB
  • ~Get Your Files Here !/1 - Why Every Data Team Needs This/Course_Resources/slide_code/5004_all_slide_notes.txt 1.2 KB

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