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[FreeCoursesOnline.Me] UDACITY - AI Product Manager ND v1.0.0
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2019-9-12 07:53
2024-12-22 17:59
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709.44 MB
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文件列表
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/01. C01 L01 A01 Overview V2-jEpMsHG1xoA.mp4
12.54MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/02. C01 L01 A02 What Is AI--OZtl2ueKOu0.mp4
3.47MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/03. C01 L01 A03 What CCan AI Do--lsYL-w4gYZE.mp4
43.49MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/04. C01 L01 A04 The AI Universe-NuF5-GjvpIw.mp4
10.8MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/05. C01 L01 A05 Why Deep Learning V2-5XL2Rtfr5lU.mp4
21.41MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/06. C01 L01 A06 Industry Applications V2-mc-pF0_JS4E.mp4
10.8MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/07. C01 L01 A07 Industry Applications Example-MCnrny4x56Y.mp4
16.1MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/08. C01 L01 A08 Machine Learning Concepts-DSZfsSVeJIU.mp4
5.51MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/09. C01 L01 A09 Supervised Learning-P9tFtzEZYu0.mp4
10.68MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/10. C01 L01 A10 Unsupervised Learning-v8dAQ3Mnp6U.mp4
11MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/12. C01 L01 A11 Reinforcement Learning-fPkEEIdVdGY.mp4
8.84MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/13. C01 L01 A12 Neural Neworks-5HD1fwrgBv8.mp4
36.2MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/14. C01 L01 A13 Current State Of AI-HJ7ee4HgeNo.mp4
25.23MB
Part 01-Module 01-Lesson 02_Introduction to AI and Machine Learning/15. C01 L01 A14 Outro-HKqvklXS4_A.mp4
4.09MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/01. C01 L02 A01 Overview-qQIt93sm3_g.mp4
4.75MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/02. C01 L02 A02 AI Approach V2-Rb2GChTYR5Y.mp4
9.58MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/03. C01 L02 A03 Business Needs-v9tL3PJOhkk.mp4
2.91MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/04. C01 L02 A04 The Business Case V2-HK3yPXuiSNk.mp4
6.98MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/04. C01 L02 A05 Narrowing The Business Case Solution-5QdPzMfrX0c.mp4
3.08MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/05. C01 L02 A06 Project Statement-5eaza1YTGv4.mp4
2.56MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/06. C01 L02 A07 Break It Down-0ew7NYl7z4Y.mp4
9.3MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/07. C01 L02 A08 Metrics-D3AMs0HtYWs.mp4
970.78KB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/08. C01 L02 A09 Metrics Solution-3s1BjFml7rs.mp4
1.03MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/09. C01 L02 A10 Metrics Example-L_euYcomYxE.mp4
1.29MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/10. C01 L02 A11 Need For AI-OHG7GBIye3c.mp4
2.39MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/11. C01 L02 A12 Need For AI Example-MUHaV7gzRsE.mp4
6.9MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/12. C01 L02 A13 Things To Remember-fLPz48A7TSc.mp4
4.37MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/13. C01 L02 A15 Team Overview-6xqxzhPkysw.mp4
1.19MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/14. C01 L02 A16 Key Roles-igdDHJL7LbM.mp4
3.75MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/15. C01 L02 A17 Project Management-nc_TM8xfqeE.mp4
2.92MB
Part 01-Module 02-Lesson 01_Using AI and Machine Learning in Business/16. C01 L02 A18 Summary-WQhF9g9mMPU.mp4
2.01MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/01. L3A03 Answering Questions With Data-z7A44YnJqCw.mp4
4.49MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/02. L3A04 As Good As The Data-LDXAmUJN-x4.mp4
2.1MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/03. L3A05 Data Fit-veFVZp4SpdU.mp4
3.06MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/05. L3A06 Data Completeness-R-d2U20vFqU.mp4
1.63MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/08. L3A07 Data Annotation- Parking Sign Image Categorization-aPHshUsA-FU.mp4
2.72MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/09. L3A08 FigureEight Platform-SiEhtRmtDr0.mp4
3.4MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/10. L3A09 Job Design-jDd7sgJL25M.mp4
4.32MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/11. L3A10 Instructions-uI2XoYjwxfs.mp4
5.24MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/13. L3A11 Test Questions-yWNOkjGQj1M.mp4
14.12MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/14. L3A12 Auditing Results-AhYSVn3WqgU.mp4
3.08MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/15. L3A13 Planning For Failure-7qX6fGHi97U.mp4
2.16MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/16. L3A14 Planning For Longevity-j8s8ppcE0Kw.mp4
4.16MB
Part 02-Module 01-Lesson 01_Data Fit and Annotation/17. L3A15 Summary Of Topics-nj-qSR3IOoU.mp4
2.75MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/01. L4 01 Intro-4siOK4fbIW4.mp4
4.74MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/02. L4 02 Concepts-v0RsH-OPN4I.mp4
1.3MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/03. L4 03 Overview Of Modeling-fZcxneR3BWo.mp4
4.98MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/04. L4 04 Activation Functions-D-A1xUkAYz4.mp4
11.9MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/06. L4 06 Quiz 1 Solution- Modeling-RQzviYGY3uQ.mp4
2.25MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/07. L4 05 Overview Of Modeling- Summary-aeScEINy7X0.mp4
1.38MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/08. L4 07 Training Data-jMtt8W6ftVY.mp4
4.77MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/09. L4 08 A Pet Model-8-kbtsHIH8Q.mp4
3MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/10. L4 09 Training Data Is Key--YNBV1NAZO0.mp4
10.52MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/11. L4 11 Quiz 2 Solution- Training Data-gwMegIvB_E8.mp4
3.15MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/12. L4 10 Training Data- Summary-WbEF1IOi0Ac.mp4
2.11MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/13. L4 12 Model Evaluation-q1BZhEixJW4.mp4
14.93MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/14. L4 14 Quiz 3 Solution- Model Evaluation-gHuEyz5qt4s.mp4
1.54MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/15. L4 13 Model Evaluation Summary-6TQGTSxuY5s.mp4
2.05MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/16. L4 15 Transfer Learning-TN35rUd9wUc.mp4
9.89MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/17. L4 16 Automated ML-S8sZxbj0rsM.mp4
1.67MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/18. L4 17 Automated ML Vs Custom Modeling-c-6V9gn46Z4.mp4
1.23MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/19. L4 18 Transfer Learning And Automated ML Summary-rYYCMebaPr8.mp4
1.32MB
Part 03-Module 01-Lesson 01_Training and Evaluating a Model/20. L4 19 Outro-u_OU2a-BobA.mp4
2.5MB
Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.mp4
17.37MB
Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.mp4
32.54MB
Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.mp4
20.63MB
Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.mp4
9.98MB
Part 03-Module 01-Lesson 03_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4
8.93MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/01. L5A03 Introduction To Business Impact-576i9R2HL6o.mp4
4.85MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/02. L5A04 Case Studies And Challenges-dDZ1fx3s5Mw.mp4
6.21MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/03. L5A05 Measuring Success-EfneOKbz9dg.mp4
3.02MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/04. L5A06 Quiz- Outcome V Output-hDuE_-cbUkE.mp4
1.53MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/06. L5A07 Chatbot Example-Xzdm0FhwYMY.mp4
2.97MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/07. L5A08 A-B Testing Versioning-2jCgvJLLWyM.mp4
5MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/08. L5A10 Monitor Bias-bUAXJmaQu-8.mp4
7.19MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/10. L5A11 Addressing Unwanted Bias-dYP5YpZlkTQ.mp4
5.49MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/11. L5A13 Continuous Learning-vGb42P2biEs.mp4
3.93MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/12. L5A14 Spam Filter-eeqTU7C-L7Q.mp4
2.16MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/13. L5A15 Model Optimization And Staleness-mKz7u8TilEo.mp4
3.2MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/14. L5A17 Compliance And Ethics-IJYkDoJC__E.mp4
3.02MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/15. L5A18 Privacy-First Approach-8usbdtQ1yKQ.mp4
3.8MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/16. L5A19 Scaling A Product-LRa6D8Prqwc.mp4
2.41MB
Part 04-Module 01-Lesson 01_Measuring Business Impact & Mitigating Bias/17. L5A20 Summary-Outro-QtpFO0u89Ws.mp4
942.97KB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/01. A03 Overview Of AI Product Dev-vO0ccgI5ofM.mp4
14.7MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/02. A04 Identify The Business Problem-vXFfcntI8mQ.mp4
16.72MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/03. A05 Video Annotation Problem-lh49CDX8Yjw.mp4
17.53MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/04. A06 Prototype, Test, Refine-LUk-6erdj9o.mp4
9.19MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/05. A07 Real-Data Prototype-dJ3SXbrtnsc.mp4
37.14MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/07. A09 Final Prototype-Product-sFP8srdco0I.mp4
13.74MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/08. A10 Release, Measure Update-pbXG1OyAMmQ.mp4
17.55MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/09. A12 Always Learning-pZ-OE6T1uJs.mp4
4.34MB
Part 04-Module 01-Lesson 02_Case Study Video Annotation/10. A13 Conclusion-DNeQAJwN9is.mp4
8.8MB
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