FreeCoursesOnline Me UDACITY - AI Product Manager ND v1 0 0

1. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/01. C01 L01 A01 Overview V2-jEpMsHG1xoA.mp412.54MB
2. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/02. C01 L01 A02 What Is AI--OZtl2ueKOu0.mp43.47MB
3. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/03. C01 L01 A03 What CCan AI Do--lsYL-w4gYZE.mp443.49MB
4. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/04. C01 L01 A04 The AI Universe-NuF5-GjvpIw.mp410.8MB
5. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/05. C01 L01 A05 Why Deep Learning V2-5XL2Rtfr5lU.mp421.41MB
6. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/06. C01 L01 A06 Industry Applications V2-mc-pF0_JS4E.mp410.8MB
7. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/07. C01 L01 A07 Industry Applications Example-MCnrny4x56Y.mp416.1MB
8. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/08. C01 L01 A08 Machine Learning Concepts-DSZfsSVeJIU.mp45.51MB
9. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/09. C01 L01 A09 Supervised Learning-P9tFtzEZYu0.mp410.68MB
10. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/10. C01 L01 A10 Unsupervised Learning-v8dAQ3Mnp6U.mp411MB
11. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/12. C01 L01 A11 Reinforcement Learning-fPkEEIdVdGY.mp48.84MB
12. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/13. C01 L01 A12 Neural Neworks-5HD1fwrgBv8.mp436.2MB
13. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/14. C01 L01 A13 Current State Of AI-HJ7ee4HgeNo.mp425.23MB
14. Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/15. C01 L01 A14 Outro-HKqvklXS4_A.mp44.09MB
15. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/01. C01 L02 A01 Overview-qQIt93sm3_g.mp44.75MB
16. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/02. C01 L02 A02 AI Approach V2-Rb2GChTYR5Y.mp49.58MB
17. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/03. C01 L02 A03 Business Needs-v9tL3PJOhkk.mp42.91MB
18. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/04. C01 L02 A04 The Business Case V2-HK3yPXuiSNk.mp46.98MB
19. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/04. C01 L02 A05 Narrowing The Business Case Solution-5QdPzMfrX0c.mp43.08MB
20. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/05. C01 L02 A06 Project Statement-5eaza1YTGv4.mp42.56MB
21. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/06. C01 L02 A07 Break It Down-0ew7NYl7z4Y.mp49.3MB
22. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/07. C01 L02 A08 Metrics-D3AMs0HtYWs.mp4970.78KB
23. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/08. C01 L02 A09 Metrics Solution-3s1BjFml7rs.mp41.03MB
24. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/09. C01 L02 A10 Metrics Example-L_euYcomYxE.mp41.29MB
25. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/10. C01 L02 A11 Need For AI-OHG7GBIye3c.mp42.39MB
26. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/11. C01 L02 A12 Need For AI Example-MUHaV7gzRsE.mp46.9MB
27. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/12. C01 L02 A13 Things To Remember-fLPz48A7TSc.mp44.37MB
28. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/13. C01 L02 A15 Team Overview-6xqxzhPkysw.mp41.19MB
29. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/14. C01 L02 A16 Key Roles-igdDHJL7LbM.mp43.75MB
30. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/15. C01 L02 A17 Project Management-nc_TM8xfqeE.mp42.92MB
31. Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/16. C01 L02 A18 Summary-WQhF9g9mMPU.mp42.01MB
32. Part 02-Module 01-Lesson 01_Data Fit and Annotation/01. L3A03 Answering Questions With Data-z7A44YnJqCw.mp44.49MB
33. Part 02-Module 01-Lesson 01_Data Fit and Annotation/02. L3A04 As Good As The Data-LDXAmUJN-x4.mp42.1MB
34. Part 02-Module 01-Lesson 01_Data Fit and Annotation/03. L3A05 Data Fit-veFVZp4SpdU.mp43.06MB
35. Part 02-Module 01-Lesson 01_Data Fit and Annotation/05. L3A06 Data Completeness-R-d2U20vFqU.mp41.63MB
36. Part 02-Module 01-Lesson 01_Data Fit and Annotation/08. L3A07 Data Annotation- Parking Sign Image Categorization-aPHshUsA-FU.mp42.72MB
37. Part 02-Module 01-Lesson 01_Data Fit and Annotation/09. L3A08 FigureEight Platform-SiEhtRmtDr0.mp43.4MB
38. Part 02-Module 01-Lesson 01_Data Fit and Annotation/10. L3A09 Job Design-jDd7sgJL25M.mp44.32MB
39. Part 02-Module 01-Lesson 01_Data Fit and Annotation/11. L3A10 Instructions-uI2XoYjwxfs.mp45.24MB
40. Part 02-Module 01-Lesson 01_Data Fit and Annotation/13. L3A11 Test Questions-yWNOkjGQj1M.mp414.12MB
41. Part 02-Module 01-Lesson 01_Data Fit and Annotation/14. L3A12 Auditing Results-AhYSVn3WqgU.mp43.08MB
42. Part 02-Module 01-Lesson 01_Data Fit and Annotation/15. L3A13 Planning For Failure-7qX6fGHi97U.mp42.16MB
43. Part 02-Module 01-Lesson 01_Data Fit and Annotation/16. L3A14 Planning For Longevity-j8s8ppcE0Kw.mp44.16MB
44. Part 02-Module 01-Lesson 01_Data Fit and Annotation/17. L3A15 Summary Of Topics-nj-qSR3IOoU.mp42.75MB
45. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/01. L4 01 Intro-4siOK4fbIW4.mp44.74MB
46. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/02. L4 02 Concepts-v0RsH-OPN4I.mp41.3MB
47. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/03. L4 03 Overview Of Modeling-fZcxneR3BWo.mp44.98MB
48. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/04. L4 04 Activation Functions-D-A1xUkAYz4.mp411.9MB
49. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/06. L4 06 Quiz 1 Solution- Modeling-RQzviYGY3uQ.mp42.25MB
50. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/07. L4 05 Overview Of Modeling- Summary-aeScEINy7X0.mp41.38MB
51. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/08. L4 07 Training Data-jMtt8W6ftVY.mp44.77MB
52. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/09. L4 08 A Pet Model-8-kbtsHIH8Q.mp43MB
53. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/10. L4 09 Training Data Is Key--YNBV1NAZO0.mp410.52MB
54. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/11. L4 11 Quiz 2 Solution- Training Data-gwMegIvB_E8.mp43.15MB
55. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/12. L4 10 Training Data- Summary-WbEF1IOi0Ac.mp42.11MB
56. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/13. L4 12 Model Evaluation-q1BZhEixJW4.mp414.93MB
57. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/14. L4 14 Quiz 3 Solution- Model Evaluation-gHuEyz5qt4s.mp41.54MB
58. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/15. L4 13 Model Evaluation Summary-6TQGTSxuY5s.mp42.05MB
59. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/16. L4 15 Transfer Learning-TN35rUd9wUc.mp49.89MB
60. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/17. L4 16 Automated ML-S8sZxbj0rsM.mp41.67MB
61. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/18. L4 17 Automated ML Vs Custom Modeling-c-6V9gn46Z4.mp41.23MB
62. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/19. L4 18 Transfer Learning And Automated ML Summary-rYYCMebaPr8.mp41.32MB
63. Part 03-Module 01-Lesson 01_Training and Evaluating a Model/20. L4 19 Outro-u_OU2a-BobA.mp42.5MB
64. Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.mp417.37MB
65. Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.mp432.54MB
66. Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.mp420.63MB
67. Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.mp49.98MB
68. Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.mp48.93MB
69. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/01. L5A03 Introduction To Business Impact-576i9R2HL6o.mp44.85MB
70. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/02. L5A04 Case Studies And Challenges-dDZ1fx3s5Mw.mp46.21MB
71. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/03. L5A05 Measuring Success-EfneOKbz9dg.mp43.02MB
72. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/04. L5A06 Quiz- Outcome V Output-hDuE_-cbUkE.mp41.53MB
73. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/06. L5A07 Chatbot Example-Xzdm0FhwYMY.mp42.97MB
74. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/07. L5A08 A-B Testing Versioning-2jCgvJLLWyM.mp45MB
75. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/08. L5A10 Monitor Bias-bUAXJmaQu-8.mp47.19MB
76. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/10. L5A11 Addressing Unwanted Bias-dYP5YpZlkTQ.mp45.49MB
77. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/11. L5A13 Continuous Learning-vGb42P2biEs.mp43.93MB
78. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/12. L5A14 Spam Filter-eeqTU7C-L7Q.mp42.16MB
79. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/13. L5A15 Model Optimization And Staleness-mKz7u8TilEo.mp43.2MB
80. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/14. L5A17 Compliance And Ethics-IJYkDoJC__E.mp43.02MB
81. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/15. L5A18 Privacy-First Approach-8usbdtQ1yKQ.mp43.8MB
82. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/16. L5A19 Scaling A Product-LRa6D8Prqwc.mp42.41MB
83. Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/17. L5A20 Summary-Outro-QtpFO0u89Ws.mp4942.97KB
84. Part 04-Module 01-Lesson 02_Case Study Video Annotation/01. A03 Overview Of AI Product Dev-vO0ccgI5ofM.mp414.7MB
85. Part 04-Module 01-Lesson 02_Case Study Video Annotation/02. A04 Identify The Business Problem-vXFfcntI8mQ.mp416.72MB
86. Part 04-Module 01-Lesson 02_Case Study Video Annotation/03. A05 Video Annotation Problem-lh49CDX8Yjw.mp417.53MB
87. Part 04-Module 01-Lesson 02_Case Study Video Annotation/04. A06 Prototype, Test, Refine-LUk-6erdj9o.mp49.19MB
88. Part 04-Module 01-Lesson 02_Case Study Video Annotation/05. A07 Real-Data Prototype-dJ3SXbrtnsc.mp437.14MB
89. Part 04-Module 01-Lesson 02_Case Study Video Annotation/07. A09 Final Prototype-Product-sFP8srdco0I.mp413.74MB
90. Part 04-Module 01-Lesson 02_Case Study Video Annotation/08. A10 Release, Measure Update-pbXG1OyAMmQ.mp417.55MB
91. Part 04-Module 01-Lesson 02_Case Study Video Annotation/09. A12 Always Learning-pZ-OE6T1uJs.mp44.34MB
92. Part 04-Module 01-Lesson 02_Case Study Video Annotation/10. A13 Conclusion-DNeQAJwN9is.mp48.8MB