[Tutorialsplanet.NET] Udemy - The Product Management for AI & Data Science Course 2023

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2026-02-07 01:56:051.37 GB15906C8C5CB95A6631E6264CEEC2F0628F97E8FF62A
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    • Files
    1. 0. Websites you may like/[Tutorialsplanet.NET].url128 B
    2. 01 - Intro to Product Management for AI & Data/001 Introduction.mp490.26 MB
    3. 01 - Intro to Product Management for AI & Data/001 Introduction_en.vtt4.77 KB
    4. 01 - Intro to Product Management for AI & Data/002 Course Overview.mp463.94 MB
    5. 01 - Intro to Product Management for AI & Data/002 Course Overview_en.vtt3.19 KB
    6. 01 - Intro to Product Management for AI & Data/003 Growing Importance of an AI & Data PM.mp467.95 MB
    7. 01 - Intro to Product Management for AI & Data/003 Growing Importance of an AI & Data PM_en.vtt3.65 KB
    8. 01 - Intro to Product Management for AI & Data/003 Why-do-87-of-data-science-projects-never-make-it-into-production-.url124 B
    9. 01 - Intro to Product Management for AI & Data/004 The Role of a Product Manager.mp414.46 MB
    10. 01 - Intro to Product Management for AI & Data/004 The Role of a Product Manager_en.vtt5.66 KB
    11. 01 - Intro to Product Management for AI & Data/005 Differentiation of a PM in AI & Data.mp476.25 MB
    12. 01 - Intro to Product Management for AI & Data/005 Differentiation of a PM in AI & Data_en.vtt3.96 KB
    13. 01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management.mp412.09 MB
    14. 01 - Intro to Product Management for AI & Data/006 Product Management vs. Project Management_en.vtt4.65 KB
    15. 01 - Intro to Product Management for AI & Data/[Tutorialsplanet.NET].url128 B
    16. 01 - Intro to Product Management for AI & Data/external-links.txt175 B
    17. 02 - Key Technological Concepts for AI & Data/001 A Product Manager as an Analytics Translator.mp411.38 MB
    18. 02 - Key Technological Concepts for AI & Data/001 A Product Manager as an Analytics Translator_en.vtt4.08 KB
    19. 02 - Key Technological Concepts for AI & Data/001 Lost-in-Translation.url125 B
    20. 02 - Key Technological Concepts for AI & Data/001 You-Don-t-Have-to-Be-a-Data-Scientist-to-Fill-This-Must-Have-Analytics-Role.url122 B
    21. 02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science.mp48.94 MB
    22. 02 - Key Technological Concepts for AI & Data/002 Data Analysis vs. Data Science_en.vtt3.39 KB
    23. 02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI.mp4129.37 MB
    24. 02 - Key Technological Concepts for AI & Data/003 A Traditional Algorithm vs. AI_en.vtt6.67 KB
    25. 02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning.mp4134.19 MB
    26. 02 - Key Technological Concepts for AI & Data/004 Explaining Machine Learning_en.vtt7.28 KB
    27. 02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning.mp415.79 MB
    28. 02 - Key Technological Concepts for AI & Data/005 Explaining Deep Learning_en.vtt5.97 KB
    29. 02 - Key Technological Concepts for AI & Data/006 Note-12.pdf23.65 KB
    30. 02 - Key Technological Concepts for AI & Data/006 When to use Machine Learning vs. Deep Learning.mp417.98 MB
    31. 02 - Key Technological Concepts for AI & Data/006 When to use Machine Learning vs. Deep Learning_en.vtt7.44 KB
    32. 02 - Key Technological Concepts for AI & Data/007 Note-13.pdf81.23 KB
    33. 02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning.mp414.86 MB
    34. 02 - Key Technological Concepts for AI & Data/007 Supervised, Unsupervised, & Reinforcement Learning_en.vtt5.99 KB
    35. 02 - Key Technological Concepts for AI & Data/external-links.txt313 B
    36. 03 - Business Strategy for AI & Data/001 AI Business Model Innovations.mp414.32 MB
    37. 03 - Business Strategy for AI & Data/001 AI Business Model Innovations_en.vtt5.62 KB
    38. 03 - Business Strategy for AI & Data/002 When to Use AI.mp411.71 MB
    39. 03 - Business Strategy for AI & Data/002 When to Use AI_en.vtt4.76 KB
    40. 03 - Business Strategy for AI & Data/003 SWOT Analysis.mp410.54 MB
    41. 03 - Business Strategy for AI & Data/003 SWOT Analysis_en.vtt4.28 KB
    42. 03 - Business Strategy for AI & Data/004 Building a Hypothesis.mp412.48 MB
    43. 03 - Business Strategy for AI & Data/004 Building a Hypothesis_en.vtt4.88 KB
    44. 03 - Business Strategy for AI & Data/005 Testing a Hypothesis.mp411.28 MB
    45. 03 - Business Strategy for AI & Data/005 Testing a Hypothesis_en.vtt4.74 KB
    46. 03 - Business Strategy for AI & Data/006 AI Business Canvas.mp418.09 MB
    47. 03 - Business Strategy for AI & Data/006 AI Business Canvas_en.vtt4.77 KB
    48. 03 - Business Strategy for AI & Data/006 AI-Canvas-Template.pptx386.09 KB
    49. 03 - Business Strategy for AI & Data/006 AI-Canvas.pdf390.71 KB
    50. 04 - User Experience for AI & Data/001 User Experience for Data & AI.mp411.91 MB
    51. 04 - User Experience for AI & Data/001 User Experience for Data & AI_en.vtt4.54 KB
    52. 04 - User Experience for AI & Data/002 Getting to the Core Problem.mp419.15 MB
    53. 04 - User Experience for AI & Data/002 Getting to the Core Problem_en.vtt5.21 KB
    54. 04 - User Experience for AI & Data/003 User Research Methods.mp419.62 MB
    55. 04 - User Experience for AI & Data/003 User Research Methods_en.vtt5.65 KB
    56. 04 - User Experience for AI & Data/004 Developing User Personas.mp412.91 MB
    57. 04 - User Experience for AI & Data/004 Developing User Personas_en.vtt5.17 KB
    58. 04 - User Experience for AI & Data/005 Prototyping with AI.mp413.19 MB
    59. 04 - User Experience for AI & Data/005 Prototyping with AI_en.vtt5.17 KB
    60. 05 - Data Management for AI & Data/001 Data Growth Strategy.mp424.75 MB
    61. 05 - Data Management for AI & Data/001 Data Growth Strategy_en.vtt6.66 KB
    62. 05 - Data Management for AI & Data/002 List-of-Open-Data-Sources.url144 B
    63. 05 - Data Management for AI & Data/002 Open Data.mp48.74 MB
    64. 05 - Data Management for AI & Data/002 Open Data_en.vtt3.66 KB
    65. 05 - Data Management for AI & Data/003 Company Data.mp49.55 MB
    66. 05 - Data Management for AI & Data/003 Company Data_en.vtt3.73 KB
    67. 05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data.mp420.24 MB
    68. 05 - Data Management for AI & Data/004 Crowdsourcing Labeled Data_en.vtt8.01 KB
    69. 05 - Data Management for AI & Data/005 New Feature Data.mp412.72 MB
    70. 05 - Data Management for AI & Data/005 New Feature Data_en.vtt5.08 KB
    71. 05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection.mp410.36 MB
    72. 05 - Data Management for AI & Data/006 AcquisitionPurchase Data Collection_en.vtt3.91 KB
    73. 05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes.mp411.63 MB
    74. 05 - Data Management for AI & Data/007 Databases, Data Warehouses, & Data Lakes_en.vtt4.64 KB
    75. 05 - Data Management for AI & Data/[Tutorialsplanet.NET].url128 B
    76. 05 - Data Management for AI & Data/external-links.txt155 B
    77. 06 - Product Development for AI & Data/001 AI Flywheel Effect.mp414.71 MB
    78. 06 - Product Development for AI & Data/001 AI Flywheel Effect_en.vtt4.00 KB
    79. 06 - Product Development for AI & Data/002 Top & Bottom Problem Solving.mp49.76 MB
    80. 06 - Product Development for AI & Data/002 Top & Bottom Problem Solving_en.vtt3.93 KB
    81. 06 - Product Development for AI & Data/003 Product Ideation Techniques.mp419.61 MB
    82. 06 - Product Development for AI & Data/003 Product Ideation Techniques_en.vtt5.36 KB
    83. 06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization.mp417.31 MB
    84. 06 - Product Development for AI & Data/004 Complexity vs. Benefit Prioritization_en.vtt6.92 KB
    85. 06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data).mp425.35 MB
    86. 06 - Product Development for AI & Data/005 MVPs & MVDs (Minimum Viable Data)_en.vtt6.89 KB
    87. 06 - Product Development for AI & Data/006 Agile & Data Kanban.mp414.64 MB
    88. 06 - Product Development for AI & Data/006 Agile & Data Kanban_en.vtt5.84 KB
    89. 07 - Building The Model/001 Who Should Buid Your Model.mp414.96 MB
    90. 07 - Building The Model/001 Who Should Buid Your Model_en.vtt6.05 KB
    91. 07 - Building The Model/002 Database-of-Enterprise-AI-Companies.url61 B
    92. 07 - Building The Model/002 Enterpise AI.mp413.27 MB
    93. 07 - Building The Model/002 Enterpise AI_en.vtt5.67 KB
    94. 07 - Building The Model/002 TOPBOTS.url48 B
    95. 07 - Building The Model/003 Machine Learning as a Service (MLaaS).mp413.57 MB
    96. 07 - Building The Model/003 Machine Learning as a Service (MLaaS)_en.vtt5.21 KB
    97. 07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle.mp410.20 MB
    98. 07 - Building The Model/004 In-House AI & The Machine Learning Lifecycle_en.vtt4.07 KB
    99. 07 - Building The Model/005 Timelines & Diminishing Returns.mp414.00 MB
    100. 07 - Building The Model/005 Timelines & Diminishing Returns_en.vtt5.81 KB
    101. 07 - Building The Model/006 Setting a Model Performance Metric.mp414.05 MB
    102. 07 - Building The Model/006 Setting a Model Performance Metric_en.vtt5.50 KB
    103. 07 - Building The Model/external-links.txt123 B
    104. 08 - Evaluating Performance/001 Dividing Test Data.mp411.96 MB
    105. 08 - Evaluating Performance/001 Dividing Test Data_en.vtt5.05 KB
    106. 08 - Evaluating Performance/002 Note-45.pdf93.04 KB
    107. 08 - Evaluating Performance/002 The Confusion Matrix.mp414.24 MB
    108. 08 - Evaluating Performance/002 The Confusion Matrix_en.vtt3.99 KB
    109. 08 - Evaluating Performance/003 Note-46.pdf242.14 KB
    110. 08 - Evaluating Performance/003 Precision, Recall & F1 Score.mp417.04 MB
    111. 08 - Evaluating Performance/003 Precision, Recall & F1 Score_en.vtt4.79 KB
    112. 08 - Evaluating Performance/004 Optimizing for Experience.mp418.09 MB
    113. 08 - Evaluating Performance/004 Optimizing for Experience_en.vtt7.43 KB
    114. 08 - Evaluating Performance/005 Error Recovery.mp410.37 MB
    115. 08 - Evaluating Performance/005 Error Recovery_en.vtt4.66 KB
    116. 09 - Deployment & Continuous Improvement/001 Hidden-Technical-Debt-in-Machine-Learning-Systems.url111 B
    117. 09 - Deployment & Continuous Improvement/001 Model Deployment Methods.mp415.72 MB
    118. 09 - Deployment & Continuous Improvement/001 Model Deployment Methods_en.vtt6.65 KB
    119. 09 - Deployment & Continuous Improvement/002 Monitoring Models.mp412.53 MB
    120. 09 - Deployment & Continuous Improvement/002 Monitoring Models_en.vtt5.08 KB
    121. 09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric.mp410.86 MB
    122. 09 - Deployment & Continuous Improvement/003 Selecting a Feedback Metric_en.vtt4.61 KB
    123. 09 - Deployment & Continuous Improvement/004 User Feedback Loops.mp410.46 MB
    124. 09 - Deployment & Continuous Improvement/004 User Feedback Loops_en.vtt4.55 KB
    125. 09 - Deployment & Continuous Improvement/005 Shadow Deployments.mp49.02 MB
    126. 09 - Deployment & Continuous Improvement/005 Shadow Deployments_en.vtt3.99 KB
    127. 09 - Deployment & Continuous Improvement/external-links.txt146 B
    128. 10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs.mp413.42 MB
    129. 10 - Managing Data Science & AI Teams/001 AI Hierarchy of Needs_en.vtt5.60 KB
    130. 10 - Managing Data Science & AI Teams/002 AI Within an Organization.mp412.38 MB
    131. 10 - Managing Data Science & AI Teams/002 AI Within an Organization_en.vtt5.02 KB
    132. 10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams.mp413.78 MB
    133. 10 - Managing Data Science & AI Teams/003 Roles in AI & Data Teams_en.vtt5.52 KB
    134. 10 - Managing Data Science & AI Teams/004 Cleaning-Big-Data-Most-Time-Consuming-Least-Enjoyable-Data-Science-Task-Survey-Says.url169 B
    135. 10 - Managing Data Science & AI Teams/004 Managing Team Workflow.mp49.42 MB
    136. 10 - Managing Data Science & AI Teams/004 Managing Team Workflow_en.vtt3.84 KB
    137. 10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile.mp411.96 MB
    138. 10 - Managing Data Science & AI Teams/005 Dual & Triple-Track Agile_en.vtt4.73 KB
    139. 10 - Managing Data Science & AI Teams/external-links.txt238 B
    140. 11 - Communication/001 Internal Stakeholder Management.mp414.49 MB
    141. 11 - Communication/001 Internal Stakeholder Management_en.vtt5.72 KB
    142. 11 - Communication/002 Setting Data Expectations.mp413.79 MB
    143. 11 - Communication/002 Setting Data Expectations_en.vtt5.84 KB
    144. 11 - Communication/003 Active Listening & Communication.mp412.56 MB
    145. 11 - Communication/003 Active Listening & Communication_en.vtt5.01 KB
    146. 11 - Communication/004 Compelling Presentations with Storytelling.mp412.44 MB
    147. 11 - Communication/004 Compelling Presentations with Storytelling_en.vtt4.96 KB
    148. 11 - Communication/005 Running Effective Meetings.mp413.78 MB
    149. 11 - Communication/005 Running Effective Meetings_en.vtt5.77 KB
    150. 11 - Communication/[Tutorialsplanet.NET].url128 B
    151. 12 - Ethics, Privacy, & Bias/001 AI User Concerns.mp410.39 MB
    152. 12 - Ethics, Privacy, & Bias/001 AI User Concerns_en.vtt4.35 KB
    153. 12 - Ethics, Privacy, & Bias/002 Bad Actors & Security.mp414.51 MB
    154. 12 - Ethics, Privacy, & Bias/002 Bad Actors & Security_en.vtt6.06 KB
    155. 12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias.mp416.57 MB
    156. 12 - Ethics, Privacy, & Bias/003 AI Amplifying Human Bias_en.vtt6.91 KB
    157. 12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations.mp410.79 MB
    158. 12 - Ethics, Privacy, & Bias/004 Data Laws & Regulations_en.vtt4.68 KB
    159. [Tutorialsplanet.NET].url128 B
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