[ WebToolTip.com ] Udemy - Healthcare AI Engineering - 100 Labs HL7 FHIR and Kubernetes

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction to Healthcare AI Engineering/1. Introduction.mp4

77 MB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/100. Lab 90 Validating end-to-end edge data integrity checks.html

24 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/90. Edge Computing and IoT Health Integration.mp4

75 MB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/91. Lab 81 Configuring MQTT brokers for medical IoT devices.html

25 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/92. Lab 82 Programming ESP32 firmware for sensor telemetry.html

23 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/93. Lab 83 Implementing TLS client certificates on edge nodes.html

26 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/94. Lab 84 Building lightweight edge data filtering daemons.html

22 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/95. Lab 85 Handling intermittent network connectivity offline.html

23 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/96. Lab 86 Synchronizing edge buffers upon reconnection.html

25 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/97. Lab 87 Deploying K3s lightweight Kubernetes on edge hosts.html

28 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/98. Lab 88 Managing remote device updates securely over-the-air.html

26 kB

~Get Your Files Here !/10 - Module 9 Edge Computing and IoT Health Integration/99. Lab 89 Monitoring edge hardware vitals and temperature.html

27 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/101. Sovereign Deployment and Final Capstone.mp4

96 MB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/102. Lab 91 Provisioning multi-node Kubernetes clusters via kubeadm.html

26 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/103. Lab 92 Deploying ArgoCD for GitOps continuous delivery.html

25 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/104. Lab 93 Configuring ExternalDNS and cert-manager controllers.html

28 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/105. Lab 94 Assembling the complete microservices helm chart.html

30 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/106. Lab 95 Executing end-to-end platform smoke test scripts.html

21 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/107. Lab 96 Validating high-availability failover mechanisms.html

27 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/108. Lab 97 Performing load testing via distributed locust workers.html

22 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/109. Lab 98 Conducting final regulatory compliance checklist audit.html

24 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/110. Lab 99 Packaging system documentation and runbooks.html

29 kB

~Get Your Files Here !/11 - Module 10 Sovereign Deployment and Final Capstone/111. Lab 100 Capstone Project Autonomous Tele-Diagnostic Mesh.html

35 kB

~Get Your Files Here !/12 - Conclusion/112. Conclusion.mp4

96 MB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/10. Lab 8 Establishing secure TLS local certificate authorities.html

44 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/11. Lab 9 Configuring Nginx reverse proxy with SSL termination.html

40 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/12. Lab 10 Verifying initial end-to-end HTTP secure health checks.html

33 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/2. Foundations and Interoperability Setup.mp4

41 MB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/3. Lab 1 Setting up Linux container runtime environments.html

46 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/4. Lab 2 Initializing secure local network namespaces.html

33 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/5. Lab 3 Configuring PostgreSQL for clinical data persistence.html

39 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/6. Lab 4 Deploying a standalone HAPI FHIR JPA server instance.html

37 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/7. Lab 5 Validating Patient resource schemas via curl requests.html

38 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/8. Lab 6 Constructing JSON payloads for clinical observations.html

45 kB

~Get Your Files Here !/2 - Module 1 Foundations and Interoperability Setup/9. Lab 7 Building automated schema validation test scripts.html

40 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/13. Medical Data Pipelines and Ingestion.mp4

88 MB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/14. Lab 11 Designing ingestion workers for HL7 v2 messages.html

57 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/15. Lab 12 Translating HL7 v2 ADT events into FHIR resources.html

70 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/16. Lab 13 Setting up Apache Kafka for clinical event streams.html

39 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/17. Lab 14 Configuring Kafka topics for high-throughput vitals.html

40 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/18. Lab 15 Writing Python consumers for real-time telemetry.html

40 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/19. Lab 16 Implementing schema registry checks for payloads.html

49 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/20. Lab 17 Storing time-series vital signs in InfluxDB.html

50 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/21. Lab 18 Creating automated downsampling retention policies.html

38 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/22. Lab 19 Integrating Grafana dashboards for vital metrics.html

48 kB

~Get Your Files Here !/3 - Module 2 Medical Data Pipelines and Ingestion/23. Lab 20 Validating stream pipeline fault tolerance limits.html

52 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/24. Secure Telemedicine Infrastructure.mp4

86 MB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/25. Lab 21 Architecting WebRTC signaling servers with Node.js.html

56 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/26. Lab 22 Deploying TURN and STUN servers via Coturn.html

42 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/27. Lab 23 Establishing encrypted peer-to-peer media paths.html

50 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/28. Lab 24 Building secure video session management APIs.html

49 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/29. Lab 25 Implementing JWT role-based access for rooms.html

36 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/30. Lab 26 Capturing encrypted session audio and video chunks.html

34 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/31. Lab 27 Integrating Web Audio API for noise suppression.html

48 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/32. Lab 28 Setting up live text chat channels over WebSockets.html

46 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/33. Lab 29 Enforcing strict session timeouts and revocation.html

45 kB

~Get Your Files Here !/4 - Module 3 Secure Telemedicine Infrastructure/34. Lab 30 Stress testing concurrent telemedicine streams.html

38 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/35. Clinical Decision Support Systems.mp4

83 MB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/36. Lab 31 Establishing rule engines with Drools or Python.html

37 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/37. Lab 32 Writing clinical alert logic for abnormal labs.html

42 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/38. Lab 33 Triggering FHIR Flag resources upon threshold breach.html

40 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/39. Lab 34 Building asynchronous notification worker queues.html

38 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/40. Lab 35 Integrating SMTP and Webhook alert dispatchers.html

43 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/41. Lab 36 Designing physician review dashboard backends.html

55 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/42. Lab 37 Implementing audit logging for clinical decisions.html

43 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/43. Lab 38 Securing decision endpoints with OAuth2 scopes.html

50 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/44. Lab 39 Testing rule engine latency under heavy load.html

50 kB

~Get Your Files Here !/5 - Module 4 Clinical Decision Support Systems/45. Lab 40 Validating clinical alert accuracy via test suites.html

38 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/46. AI Diagnostics Pipeline Engineering.mp4

81 MB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/47. Lab 41 Preparing DICOM imaging datasets for processing.html

42 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/48. Lab 42 Building FastAPI wrappers for PyTorch models.html

44 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/49. Lab 43 Containerizing GPU-enabled diagnostic inference apps.html

45 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/50. Lab 44 Implementing asynchronous job queues with Celery.html

45 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/51. Lab 45 Managing model weights using versioned storage.html

53 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/52. Lab 46 Optimizing ONNX runtimes for faster inference.html

46 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/53. Lab 47 Creating REST endpoints for image classification.html

57 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/54. Lab 48 Storing diagnostic results as DiagnosticReports.html

41 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/55. Lab 49 Benchmarking inference latency and memory usage.html

44 kB

~Get Your Files Here !/6 - Module 5 AI Diagnostics Pipeline Engineering/56. Lab 50 Verifying output consistency across test batches.html

38 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/57. Advanced Analytics and Data Governance.mp4

87 MB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/58. Lab 51 Deploying Apache Spark for population analytics.html

40 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/59. Lab 52 Extracting FHIR data into analytical Parquet files.html

57 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/60. Lab 53 Anonymizing patient identifiers for research queries.html

54 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/61. Lab 54 Implementing differential privacy algorithms in code.html

36 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/62. Lab 55 Setting up data lineage tracking with OpenLineage.html

23 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/63. Lab 56 Building automated compliance validation checks.html

24 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/64. Lab 57 Configuring role-based column masking policies.html

24 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/65. Lab 58 Executing secure multi-tenant analytical queries.html

24 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/66. Lab 59 Exporting aggregated public health metrics safely.html

31 kB

~Get Your Files Here !/7 - Module 6 Advanced Analytics and Data Governance/67. Lab 60 Auditing data access logs for regulatory review.html

23 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/68. Security, Hardening, and Compliance.mp4

96 MB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/69. Lab 61 Hardening Linux kernel parameters for security.html

20 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/70. Lab 62 Implementing Keycloak for unified IAM and SSO.html

23 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/71. Lab 63 Configuring fine-grained SMART on FHIR scopes.html

26 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/72. Lab 64 Enforcing network microsegmentation with Cilium.html

34 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/73. Lab 65 Scanning container images for vulnerabilities via Trivy.html

24 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/74. Lab 66 Establishing automated secrets management with Vault.html

25 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/75. Lab 67 Implementing immutable audit trails for database ops.html

32 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/76. Lab 68 Conducting automated penetration tests on APIs.html

26 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/77. Lab 69 Configuring disaster recovery database backups.html

26 kB

~Get Your Files Here !/8 - Module 7 Security, Hardening, and Compliance/78. Lab 70 Executing simulated ransomware recovery drills.html

26 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/79. Observability and Site Reliability Engineering.mp4

79 MB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/80. Lab 71 Deploying Prometheus for cluster metric collection.html

25 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/81. Lab 72 Instrumenting microservices with OpenTelemetry.html

31 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/82. Lab 73 Configuring Grafana Loki for centralized logging.html

22 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/83. Lab 74 Setting up distributed tracing across API gateways.html

24 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/84. Lab 75 Defining SLIs and SLOs for clinical response times.html

26 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/85. Lab 76 Creating intelligent alert routing rules in Alertmanager.html

26 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/86. Lab 77 Simulating network partitions in chaos engineering tests.html

28 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/87. Lab 78 Optimizing database query performance indices.html

24 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/88. Lab 79 Implementing auto-scaling rules based on queue depth.html

27 kB

~Get Your Files Here !/9 - Module 8 Observability and Site Reliability Engineering/89. Lab 80 Reviewing post-incident analysis reports and fixes.html

24 kB

~Get Your Files Here !/Bonus Resources.txt

70 B