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<style>
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<div class="dbdemos_install">
<img style="float:right; width: 180px; padding: 10px" src="https://github.com/databricks-demos/dbdemos-resources/raw/main/icon/lakehouse-fsi-fraud.jpg" />
<h1>Your demo Lakehouse - Banking Fraud is ready!</h1>
<i>Build your Banking platform and detect Fraud in real-time</i><br/><br/>
Start with the first notebook <svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/00-FSI-fraud-detection-introduction-lakehouse">lakehouse-fsi-fraud/00-FSI-fraud-detection-introduction-lakehouse</a> using the cluster <a href="http://localhost/#setting/clusters/0320-175126-exzit1ks/configuration">dbdemos-lakehouse-fsi-fraud-quentin_ambard</a>
<h2>Notebook installed:</h2><div class="container_dbdemos">
<div style="float: right; width: 300px"><img src="https://www.dbdemos.ai/assets/img/dbdemos/lakehouse-fsi-fraud-dlt-0.png" style="width: 300px; margin-bottom: 10px"><img src="https://www.dbdemos.ai/assets/img/dbdemos/lakehouse-fsi-fraud-dashboard-0.png" style="width: 300px"></div><div class="notebook "><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/00-FSI-fraud-detection-introduction-lakehouse">00-FSI-fraud-detection-introduction-lakehouse</a>: <span class="path_desc">Lakehouse - Fraud introduction</span></div><div class="notebook"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path d="M.75 2a.75.75 0 00-.75.75v10.5c0 .414.336.75.75.75h14.5a.75.75 0 00.75-.75v-8.5a.75.75 0 00-.75-.75H7.81L6.617 2.805A2.75 2.75 0 004.672 2H.75z" fill="currentColor"></path></svg> 01-Data-ingestion</div>
<div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/01-Data-ingestion/01.1-DLT-fraud-detection-SQL">01.1-DLT-fraud-detection-SQL</a>: <span class="path_desc">Ingest data with Delta Live Table</span></div><div class="notebook"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path d="M.75 2a.75.75 0 00-.75.75v10.5c0 .414.336.75.75.75h14.5a.75.75 0 00.75-.75v-8.5a.75.75 0 00-.75-.75H7.81L6.617 2.805A2.75 2.75 0 004.672 2H.75z" fill="currentColor"></path></svg> 02-Data-governance</div>
<div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/02-Data-governance/02-UC-data-governance-ACL-fsi-fraud">02-UC-data-governance-ACL-fsi-fraud</a>: <span class="path_desc">Governance with Unity Catalog</span></div><div class="notebook"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path d="M.75 2a.75.75 0 00-.75.75v10.5c0 .414.336.75.75.75h14.5a.75.75 0 00.75-.75v-8.5a.75.75 0 00-.75-.75H7.81L6.617 2.805A2.75 2.75 0 004.672 2H.75z" fill="currentColor"></path></svg> 03-BI-data-warehousing</div>
<div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/03-BI-data-warehousing/03-BI-Datawarehousing-fraud">03-BI-Datawarehousing-fraud</a>: <span class="path_desc">Datawarehousing & BI / Dashboarding</span></div><div class="notebook"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path d="M.75 2a.75.75 0 00-.75.75v10.5c0 .414.336.75.75.75h14.5a.75.75 0 00.75-.75v-8.5a.75.75 0 00-.75-.75H7.81L6.617 2.805A2.75 2.75 0 004.672 2H.75z" fill="currentColor"></path></svg> 04-Data-Science-ML</div>
<div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/04-Data-Science-ML/04.1-AutoML-FSI-fraud">04.1-AutoML-FSI-fraud</a>: <span class="path_desc">Build Fraud prediction model (AutoML)</span></div><div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/04-Data-Science-ML/04.2-automl-generated-notebook-fraud">04.2-automl-generated-notebook-fraud</a>: <span class="path_desc">Explore Fraud Prediction generated model</span></div><div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/04-Data-Science-ML/04.3-Model-serving-realtime-inference-fraud">04.3-Model-serving-realtime-inference-fraud</a>: <span class="path_desc">Infer Fraud in realtime - serverless API</span></div><div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/04-Data-Science-ML/04.4-Upgrade-to-imbalance-and-xgboost-model-fraud">04.4-Upgrade-to-imbalance-and-xgboost-model-fraud</a>: <span class="path_desc">Upgrade our model to XGboost</span></div><div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/04-Data-Science-ML/04.5-AB-testing-model-serving-fraud">04.5-AB-testing-model-serving-fraud</a>: <span class="path_desc">Roll-out our new model with A/B testing.</span></div><div class="notebook"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path d="M.75 2a.75.75 0 00-.75.75v10.5c0 .414.336.75.75.75h14.5a.75.75 0 00.75-.75v-8.5a.75.75 0 00-.75-.75H7.81L6.617 2.805A2.75 2.75 0 004.672 2H.75z" fill="currentColor"></path></svg> 05-Workflow-orchestration</div>
<div class="notebook subfolder"><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M3 1.75A.75.75 0 013.75 1h10.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H3.75a.75.75 0 01-.75-.75V12.5H1V11h2V8.75H1v-1.5h2V5H1V3.5h2V1.75zm1.5.75v11H6v-11H4.5zm3 0v11h6v-11h-6z" fill="currentColor"></path></svg> <a href="http://localhost/#workspace/Users/[email protected]/test_install_quentin/lakehouse-fsi-fraud/05-Workflow-orchestration/05-Workflow-orchestration-fsi-fraud">05-Workflow-orchestration-fsi-fraud</a>: <span class="path_desc">Orchestrate churn prevention with Workflow</span></div></div><h2>Delta Live Table Pipelines</h2><ul><li><a href="http://localhost/#joblist/pipelines/30177e65-8729-4363-9e9c-7bff51caddc3">dbdemos-fsi-fraud-detection</a></li></ul><h2>DBSQL Dashboards</h2><div class="container_dbdemos"><div><svg width="1em" height="1em" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" focusable="false" class=""><path fill-rule="evenodd" clip-rule="evenodd" d="M1 1.75A.75.75 0 011.75 1h12.5a.75.75 0 01.75.75v12.5a.75.75 0 01-.75.75H1.75a.75.75 0 01-.75-.75V1.75zm1.5 8.75v3h4.75v-3H2.5zm0-1.5h4.75V2.5H2.5V9zm6.25-6.5v3h4.75v-3H8.75zm0 11V7h4.75v6.5H8.75z" fill="currentColor"></path></svg> <a href="http://localhost/sql/dashboardsv3/e1fa43f0-865d-4f5b-b884-64806fe2526a">FSI Fraud Detection - dbdemos</a></div></div><h2>Initialization job started</h2>
<div style="background-color: #e8f1ff; padding: 10px">
We started a <a href="http://localhost/#job/720149424775058/run/120544375">job to initialize your demo data</a> (for DBSQL Dashboards & Delta Live Table).
<strong>Please wait for the job completion to be able to access the dataset & dashboards...</strong>
</div>
<h2>Interactive cluster for the demo:</h2>
<a href="http://localhost/#setting/clusters/0320-175126-exzit1ks/configuration">dbdemos-lakehouse-fsi-fraud-quentin_ambard</a>. You can refresh your demo cluster with:
<div class="code">
dbdemos.create_cluster('lakehouse-fsi-fraud')
</div></div>