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Data Planning Strategy and Compliance for AI Initiatives

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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 01 - Welcome to this course.mp4 2.6 MB
  3. 01 - Welcome to this course.srt 1.3 KB
  4. 02 - Things you should know.mp4 1.4 MB
  5. 02 - Things you should know.srt 1.7 KB
  6. 01 - Identifying data sources.mp4 12.0 MB
  7. 01 - Identifying data sources.srt 10.5 KB
  8. 02 - Structured, semi-structured, and unstructured data collection.mp4 14.4 MB
  9. 02 - Structured, semi-structured, and unstructured data collection.srt 11.8 KB
  10. 03 - Data sampling techniques and statistical considerations.mp4 8.8 MB
  11. 03 - Data sampling techniques and statistical considerations.srt 7.7 KB
  12. 04 - Workflows for automated data collection.mp4 13.1 MB
  13. 04 - Workflows for automated data collection.srt 10.2 KB
  14. 05 - Challenge Identify relevant data collection metrics.mp4 474.1 KB
  15. 05 - Challenge Identify relevant data collection metrics.srt 401 bytes
  16. 06 - Solution Identify relevant data collection metrics.mp4 984.0 KB
  17. 06 - Solution Identify relevant data collection metrics.srt 884 bytes
  18. 01 - Data quality metrics.mp4 7.2 MB
  19. 01 - Data quality metrics.srt 5.9 KB
  20. 02 - Data validation and verification procedures.mp4 5.1 MB
  21. 02 - Data validation and verification procedures.srt 4.7 KB
  22. 03 - Error detection and correction methodologies.mp4 8.1 MB
  23. 03 - Error detection and correction methodologies.srt 7.0 KB
  24. 04 - Challenge Data quality assessment.mp4 373.2 KB
  25. 04 - Challenge Data quality assessment.srt 273 bytes
  26. 05 - Solution Data quality assessment.mp4 520.1 KB
  27. 05 - Solution Data quality assessment.srt 379 bytes
  28. 01 - Data normalization and standardization.mp4 11.0 MB
  29. 01 - Data normalization and standardization.srt 9.2 KB
  30. 02 - Handling missing data and outliers.mp4 11.0 MB
  31. 02 - Handling missing data and outliers.srt 10.3 KB
  32. 03 - Data augmentation techniques.mp4 10.5 MB
  33. 03 - Data augmentation techniques.srt 7.4 KB
  34. 04 - Feature engineering and selection.mp4 12.3 MB
  35. 04 - Feature engineering and selection.srt 9.9 KB
  36. 05 - Challenge Engineer features.mp4 416.3 KB
  37. 05 - Challenge Engineer features.srt 231 bytes
  38. 06 - Solution Engineer features.mp4 1.6 MB
  39. 06 - Solution Engineer features.srt 1.5 KB
  40. 01 - Types of storage systems Object storage.mp4 8.7 MB
  41. 01 - Types of storage systems Object storage.srt 6.9 KB
  42. 02 - Types of storage systems Block and file storage.mp4 8.5 MB
  43. 02 - Types of storage systems Block and file storage.srt 7.1 KB
  44. 03 - Types of storage systems Databases.mp4 17.9 MB
  45. 03 - Types of storage systems Databases.srt 14.9 KB
  46. 04 - Challenge Storage system selection.mp4 629.5 KB
  47. 04 - Challenge Storage system selection.srt 517 bytes
  48. 05 - Solution Storage system selection.mp4 630.1 KB
  49. 05 - Solution Storage system selection.srt 528 bytes
  50. 01 - Batch processing systems.mp4 7.7 MB
  51. 01 - Batch processing systems.srt 7.9 KB
  52. 02 - Stream processing systems.mp4 12.7 MB
  53. 02 - Stream processing systems.srt 12.8 KB
  54. 03 - Scaling AI processing.mp4 14.5 MB
  55. 03 - Scaling AI processing.srt 13.4 KB
  56. 04 - Challenge Choosing a framework.mp4 601.5 KB
  57. 04 - Challenge Choosing a framework.srt 457 bytes
  58. 05 - Solution Choosing a framework.mp4 431.0 KB
  59. 05 - Solution Choosing a framework.srt 373 bytes
  60. 01 - Metadata management.mp4 11.7 MB
  61. 01 - Metadata management.srt 10.3 KB
  62. 02 - Feature stores.mp4 10.9 MB
  63. 02 - Feature stores.srt 9.9 KB
  64. 03 - Caching.mp4 8.6 MB
  65. 03 - Caching.srt 8.1 KB
  66. 04 - Challenge Feature store capabilities.mp4 589.4 KB
  67. 04 - Challenge Feature store capabilities.srt 396 bytes
  68. 05 - Solution Feature store capabilities.mp4 1.0 MB
  69. 05 - Solution Feature store capabilities.srt 842 bytes
  70. 01 - Event-driven architectures.mp4 10.9 MB
  71. 01 - Event-driven architectures.srt 10.6 KB
  72. 02 - Real-time data integration patterns.mp4 17.7 MB
  73. 02 - Real-time data integration patterns.srt 15.9 KB
  74. 03 - Monitoring and alerting systems.mp4 14.9 MB
  75. 03 - Monitoring and alerting systems.srt 12.4 KB
  76. 04 - Challenge Architecture patterns.mp4 625.4 KB
  77. 04 - Challenge Architecture patterns.srt 527 bytes
  78. 05 - Solution Architecture patterns.mp4 636.6 KB
  79. 05 - Solution Architecture patterns.srt 617 bytes
  80. 01 - Security compliance and regulation.mp4 11.9 MB
  81. 01 - Security compliance and regulation.srt 11.8 KB
  82. 02 - Privacy-preserving AI methods.mp4 9.7 MB
  83. 02 - Privacy-preserving AI methods.srt 8.0 KB
  84. 03 - Data governance frameworks.mp4 11.0 MB
  85. 03 - Data governance frameworks.srt 10.5 KB
  86. 04 - Audit trails and logging.mp4 8.7 MB
  87. 04 - Audit trails and logging.srt 6.9 KB
  88. 05 - Challenge Privacy-preserving methods.mp4 867.4 KB
  89. 05 - Challenge Privacy-preserving methods.srt 684 bytes
  90. 06 - Solution Privacy-preserving methods.mp4 758.4 KB
  91. 06 - Solution Privacy-preserving methods.srt 785 bytes
  92. 01 - AI ethics and responsible data use.mp4 7.5 MB
  93. 01 - AI ethics and responsible data use.srt 5.3 KB
  94. 02 - Transparency and explainability.mp4 10.8 MB
  95. 02 - Transparency and explainability.srt 9.5 KB
  96. 03 - Ethical guidelines and standards.mp4 8.8 MB
  97. 03 - Ethical guidelines and standards.srt 8.6 KB
  98. 04 - Challenge Ethical principles.mp4 502.9 KB
  99. 04 - Challenge Ethical principles.srt 424 bytes
  100. 05 - Solution Ethical principles.mp4 800.9 KB
  101. 05 - Solution Ethical principles.srt 664 bytes
  102. 01 - Next steps.mp4 1.0 MB
  103. 01 - Next steps.srt 930 bytes
  104. Bonus Resources.txt 70 bytes

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