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Language:
English
Total Size:
211.8 MB
Info Hash:
40A7ECA102D6AFDF81BCFE05F0071F749DD599A7
Added By:
Added:
Feb. 24, 2025, 8:16 p.m.
Stats:
|
(Last updated: May 10, 2025, 1:49 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 183 bytes |
| 01 - Why the need for an ML process approach.mp4 | 3.3 MB |
| 01 - Why the need for an ML process approach.srt | 1.1 KB |
| 01 - Overview of clauses, terms, and definitions (Clauses 3-5).mp4 | 11.4 MB |
| 01 - Overview of clauses, terms, and definitions (Clauses 3-5).srt | 5.2 KB |
| 01 - Task and general (Clause 6-6.2).mp4 | 4.2 MB |
| 01 - Task and general (Clause 6-6.2).srt | 3.4 KB |
| 02 - Task details (Clauses 6.2.2-6.2.7).mp4 | 9.0 MB |
| 02 - Task details (Clauses 6.2.2-6.2.7).srt | 7.0 KB |
| 03 - ML model (Clause 6.3).mp4 | 9.3 MB |
| 03 - ML model (Clause 6.3).srt | 6.2 KB |
| 04 - ML data (Clause 6.4).mp4 | 6.4 MB |
| 04 - ML data (Clause 6.4).srt | 5.7 KB |
| 05 - Tools and data preparation (Clauses 6.5-6.5.2).mp4 | 6.2 MB |
| 05 - Tools and data preparation (Clauses 6.5-6.5.2).srt | 4.8 KB |
| 06 - Support vector machines ML (Clause 6.5.3.5).mp4 | 7.7 MB |
| 06 - Support vector machines ML (Clause 6.5.3.5).srt | 6.0 KB |
| 07 - Bayesian ML (Clause 6.5.3.3).mp4 | 5.7 MB |
| 07 - Bayesian ML (Clause 6.5.3.3).srt | 5.1 KB |
| 08 - Decision tree ML (Clause 6.5.3.6).mp4 | 6.8 MB |
| 08 - Decision tree ML (Clause 6.5.3.6).srt | 4.7 KB |
| 01 - General and FFNN ML (Clauses 6.5.3.2-6.5.3.2.2).mp4 | 8.8 MB |
| 01 - General and FFNN ML (Clauses 6.5.3.2-6.5.3.2.2).srt | 6.4 KB |
| 02 - RNN and LSTM ML (Clauses 6.5.3.2.3-6.5.3.2.3.2).mp4 | 8.2 MB |
| 02 - RNN and LSTM ML (Clauses 6.5.3.2.3-6.5.3.2.3.2).srt | 6.7 KB |
| 03 - CNN and CapNet ML(Clauses 6.5.3.2.4, 6.5.3.2.7).mp4 | 10.1 MB |
| 03 - CNN and CapNet ML(Clauses 6.5.3.2.4, 6.5.3.2.7).srt | 7.3 KB |
| 04 - DBM, structured perceptron, and GAN ML (Clause 6).mp4 | 14.4 MB |
| 04 - DBM, structured perceptron, and GAN ML (Clause 6).srt | 10.2 KB |
| 05 - ML optimization methods (Clauses 6.5.4-6.5.4.8).mp4 | 10.8 MB |
| 05 - ML optimization methods (Clauses 6.5.4-6.5.4.8).srt | 8.1 KB |
| 06 - ML evaluation metrics (Clauses 6.5.5-6.5.5.8).mp4 | 10.0 MB |
| 06 - ML evaluation metrics (Clauses 6.5.5-6.5.5.8).srt | 8.7 KB |
| 01 - General, supervised, and unsupervised (Clauses 7-7.3).mp4 | 8.7 MB |
| 01 - General, supervised, and unsupervised (Clauses 7-7.3).srt | 6.6 KB |
| 02 - Semi- and self-supervised (Clauses 7.4-7.5).mp4 | 9.5 MB |
| 02 - Semi- and self-supervised (Clauses 7.4-7.5).srt | 7.7 KB |
| 03 - Reinforcement and transfer (Clauses 7.6-7.7).mp4 | 7.3 MB |
| 03 - Reinforcement and transfer (Clauses 7.6-7.7).srt | 6.2 KB |
| 01 - Data acquisition and preparation (Clauses 8-8.3).mp4 | 10.6 MB |
| 01 - Data acquisition and preparation (Clauses 8-8.3).srt | 6.2 KB |
| 02 - Data preparation details (Clause 8.3).mp4 | 7.5 MB |
| 02 - Data preparation details (Clause 8.3).srt | 6.8 KB |
| 03 - Modeling, verification, and validation (Clauses 8.5-8.6).mp4 | 11.4 MB |
| 03 - Modeling, verification, and validation (Clauses 8.5-8.6).srt | 8.7 KB |
| 04 - Model deployment and operation (Clauses 8.6-8.7).mp4 | 8.1 MB |
| 04 - Model deployment and operation (Clauses 8.6-8.7).srt | 5.6 KB |
| 05 - Machine learning pipeline example (Clause 8.8).mp4 | 11.9 MB |
| 05 - Machine learning pipeline example (Clause 8.8).srt | 8.6 KB |
| 01 - Continue developing your ML business cases.mp4 | 4.3 MB |
| 01 - Continue developing your ML business cases.srt | 1.5 KB |
| Bonus Resources.txt | 70 bytes |
| AdditionalResources.pdf | 27.1 KB |
Name
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Uploader
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211.8 MB
[4
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2025-02-24
| Uploaded by FreeCourseWeb | Size 211.8 MB | Health [ 4 /3 ] | Added 2025-02-24 |
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264.0 MB
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2023-10-27
| Uploaded by freecoursewb | Size 264.0 MB | Health [ 0 /0 ] | Added 2023-10-27 |
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804.9 MB
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2023-10-26
| Uploaded by freecoursewb | Size 804.9 MB | Health [ 0 /4 ] | Added 2023-10-26 |
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851.4 KB
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2023-06-02
| Uploaded by freecoursewb | Size 851.4 KB | Health [ 0 /0 ] | Added 2023-06-02 |
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965.7 KB
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2024-01-07
| Uploaded by indexFroggy | Size 965.7 KB | Health [ 10 /2 ] | Added 2024-01-07 |
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464.9 MB
[2
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2025-06-12
| Uploaded by freecoursewb | Size 464.9 MB | Health [ 2 /3 ] | Added 2025-06-12 |
NOTE
SOURCE: Choosing the Right ML Approach for Your Business Case with ISO IEC 25053 2022 FreeCours
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