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DevOps Tools and Principles (Video Collection)

  • 收录时间:2024-09-18 22:32:40
  • 文件大小:1GB
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  • 最近下载:2024-09-18 22:32:40
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文件列表

  1. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.mp4 45MB
  2. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.mp4 40MB
  3. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.mp4 39MB
  4. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.mp4 36MB
  5. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.mp4 36MB
  6. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.mp4 34MB
  7. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.mp4 33MB
  8. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.mp4 32MB
  9. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.mp4 32MB
  10. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/004. 2.3 Learn the OWASP 10 top security risks.mp4 30MB
  11. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.mp4 30MB
  12. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.mp4 29MB
  13. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.mp4 29MB
  14. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.mp4 28MB
  15. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/003. 2.2 Create ETL pipelines to compile the data.mp4 28MB
  16. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.mp4 26MB
  17. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/002. 3.1 Use common Python libraries.mp4 26MB
  18. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.mp4 25MB
  19. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.mp4 24MB
  20. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.mp4 24MB
  21. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.mp4 24MB
  22. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.mp4 24MB
  23. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.mp4 23MB
  24. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.mp4 23MB
  25. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.mp4 21MB
  26. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.mp4 21MB
  27. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.mp4 20MB
  28. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.mp4 20MB
  29. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.mp4 19MB
  30. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.mp4 18MB
  31. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/002. 1.1 Gather the data.mp4 16MB
  32. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/006. 1.5 Evaluate the model.mp4 16MB
  33. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/005. 2.4 Understand how attackers gain unauthorized access to apps.mp4 16MB
  34. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.mp4 15MB
  35. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.mp4 15MB
  36. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.mp4 15MB
  37. 02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.mp4 15MB
  38. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/009. 1.8 Monitor the model.mp4 14MB
  39. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.mp4 14MB
  40. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.mp4 14MB
  41. 01 Learn MLOps for Machine Learning/Introduction/001. Introduction.mp4 14MB
  42. 02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.mp4 14MB
  43. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.mp4 13MB
  44. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.mp4 13MB
  45. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.mp4 13MB
  46. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.mp4 13MB
  47. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.mp4 13MB
  48. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.mp4 12MB
  49. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.mp4 12MB
  50. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.mp4 12MB
  51. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/004. 2.3 Understand the data schema with respect to the model.mp4 12MB
  52. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/009. 2.8 MLOps best practices for data.mp4 12MB
  53. 01 Learn MLOps for Machine Learning/Summary/001. Learn MLOps for Machine Learning Summary.mp4 11MB
  54. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/002. 4.1 Set up the project.mp4 11MB
  55. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/002. 2.1 Determine what the data sources are.mp4 11MB
  56. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/004. 5.3 Use bug bounties.mp4 10MB
  57. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/005. 2.4 Identify data that can be used for the model.mp4 10MB
  58. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/008. 2.7 Make multiple data sets.mp4 9MB
  59. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/008. 4.7 Set up redeploy pipeline.mp4 7MB
  60. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/001. Learning objectives.mp4 5MB
  61. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/001. Learning objectives.mp4 5MB
  62. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/001. Learning objectives.mp4 5MB
  63. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/001. Learning objectives.mp4 5MB
  64. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/001. Learning objectives.mp4 5MB
  65. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/001. Learning objectives.mp4 4MB
  66. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/001. Learning objectives.mp4 4MB
  67. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/001. Learning objectives.mp4 4MB
  68. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/001. Learning objectives.mp4 4MB
  69. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.en.srt 20KB
  70. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.en.srt 17KB
  71. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.en.srt 16KB
  72. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.en.srt 15KB
  73. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.en.srt 15KB
  74. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.en.srt 15KB
  75. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.en.srt 14KB
  76. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/004. 2.3 Learn the OWASP 10 top security risks.en.srt 14KB
  77. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.en.srt 14KB
  78. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.en.srt 13KB
  79. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.en.srt 13KB
  80. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.en.srt 13KB
  81. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.en.srt 13KB
  82. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/002. 3.1 Use common Python libraries.en.srt 13KB
  83. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.en.srt 13KB
  84. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.en.srt 13KB
  85. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.en.srt 13KB
  86. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.en.srt 12KB
  87. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.en.srt 12KB
  88. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.en.srt 12KB
  89. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/003. 2.2 Create ETL pipelines to compile the data.en.srt 12KB
  90. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.en.srt 12KB
  91. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.en.srt 12KB
  92. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.en.srt 12KB
  93. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.en.srt 12KB
  94. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.en.srt 12KB
  95. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.en.srt 12KB
  96. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.en.srt 12KB
  97. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.en.srt 11KB
  98. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.en.srt 11KB
  99. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/006. 1.5 Evaluate the model.en.srt 10KB
  100. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/002. 1.1 Gather the data.en.srt 10KB
  101. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/009. 1.8 Monitor the model.en.srt 10KB
  102. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.en.srt 10KB
  103. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.en.srt 9KB
  104. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.en.srt 9KB
  105. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.en.srt 9KB
  106. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.en.srt 8KB
  107. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.en.srt 8KB
  108. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.en.srt 8KB
  109. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.en.srt 8KB
  110. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.en.srt 8KB
  111. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.en.srt 7KB
  112. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/004. 2.3 Understand the data schema with respect to the model.en.srt 7KB
  113. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/005. 2.4 Understand how attackers gain unauthorized access to apps.en.srt 7KB
  114. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/004. 5.3 Use bug bounties.en.srt 7KB
  115. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/009. 2.8 MLOps best practices for data.en.srt 7KB
  116. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.en.srt 6KB
  117. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.en.srt 6KB
  118. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/002. 2.1 Determine what the data sources are.en.srt 6KB
  119. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/005. 2.4 Identify data that can be used for the model.en.srt 6KB
  120. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/002. 4.1 Set up the project.en.srt 6KB
  121. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/008. 2.7 Make multiple data sets.en.srt 5KB
  122. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.en.srt 5KB
  123. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/008. 4.7 Set up redeploy pipeline.en.srt 5KB
  124. 02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.en.srt 4KB
  125. 02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.en.srt 3KB
  126. 01 Learn MLOps for Machine Learning/Introduction/001. Introduction.en.srt 3KB
  127. 01 Learn MLOps for Machine Learning/Summary/001. Learn MLOps for Machine Learning Summary.en.srt 2KB
  128. 02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/001. Learning objectives.en.srt 1KB
  129. 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/001. Learning objectives.en.srt 1KB
  130. 02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/001. Learning objectives.en.srt 1KB
  131. 02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/001. Learning objectives.en.srt 980B
  132. 01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/001. Learning objectives.en.srt 962B
  133. 01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/001. Learning objectives.en.srt 923B
  134. 02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/001. Learning objectives.en.srt 922B
  135. 01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/001. Learning objectives.en.srt 711B
  136. 01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/001. Learning objectives.en.srt 651B