| 1 - Course Overview.mp4 | 2.2 MB | ||
| 10 - DevOps.mp4 | 728.4 KB | ||
| 11 - MLOps Tools.mp4 | 9 MB | ||
| 12 - MLOps Tools.mp4 | 6.5 MB | ||
| 13 - MLOps Tools.mp4 | 6.5 MB | ||
| 14 - MLOps Tools.mp4 | 4.2 MB | ||
| 15 - MLOps Tools.mp4 | 9.9 MB | ||
| 16 - Model Registry.mp4 | 6.4 MB | ||
| 17 - Model Registry.mp4 | 7.9 MB | ||
| 18 - Model Registry.mp4 | 9.1 MB | ||
| 19 - Model Registry.mp4 | 4.9 MB | ||
| 2 - Course preview.mp4 | 6.3 MB | ||
| 20 - Model Registry.mp4 | 2.3 MB | ||
| 21 - Model Registry.mp4 | 2.8 MB | ||
| 22 - Model Registry.mp4 | 1.3 MB | ||
| 23 - Model Registry.mp4 | 5.9 MB | ||
| 23 - Practical-exercise-Registry.pdf | 276.1 KB | ||
| 24 - Model Metadata.mp4 | 5.9 MB | ||
| 25 - Model Metadata.mp4 | 9 MB | ||
| 26 - Model Metadata.mp4 | 12.7 MB | ||
| 27 - Model metadata.mp4 | 8.5 MB | ||
| 27 - Practical-exercise-Metadata.pdf | 250.1 KB | ||
| 28 - Hyperparameter optimization.mp4 | 14.1 MB | ||
| 29 - Hyperparameter optimization.mp4 | 10.1 MB | ||
| 3 - MLOps use cases.mp4 | 8.9 MB | ||
| 30 - Hyperparameter optimization.mp4 | 4.9 MB | ||
| 30 - Practical-exercise-HPO.pdf | 269.8 KB | ||
| 31 - Model Pipeline.mp4 | 8.1 MB | ||
| 32 - Model Pipeline.mp4 | 6.8 MB | ||
| 32 - Practical-exercise-Pipeline.pdf | 270 KB | ||
| 33 - Model Biasing.mp4 | 7.9 MB | ||
| 34 - Model Biasing.mp4 | 8.8 MB | ||
| 35 - Model Biasing.mp4 | 6.6 MB | ||
| 35 - Practical-exercise-Biasing.pdf | 270 KB | ||
| 36 - Model Profiling.mp4 | 15.4 MB | ||
| 37 - Model Profiling.mp4 | 5.9 MB | ||
| 37 - Practical-exercise-Profiling.pdf | 270.2 KB | ||
| 38 - Model Packaging.mp4 | 5.6 MB | ||
| 39 - Model Packaging.mp4 | 12.8 MB | ||
| 39 - Practical-exercise-Packaging.pdf | 270.2 KB | ||
| 4 - MLOps Use Cases.mp4 | 4.9 MB | ||
| 40 - Model Resource Manager.mp4 | 6.1 MB | ||
| 41 - Model Resource Manager.mp4 | 7.4 MB | ||
| 42 - Model Resource Manager.mp4 | 9.2 MB | ||
| 42 - Practical-exercise-Resource-Manager.pdf | 271 KB | ||
| 43 - Model Retraining.mp4 | 11.3 MB | ||
| 44 - Model Retraining.mp4 | 11.1 MB | ||
| 45 - Model Retraining.mp4 | 10.2 MB | ||
| 46 - Model Retraining.mp4 | 6.9 MB | ||
| 46 - Practical-exercise-Retraining.pdf | 270.6 KB | ||
| 47 - Model in Cloud.mp4 | 30.2 MB | ||
| 48 - Model in Cloud.mp4 | 12.4 MB | ||
| 48 - Practical-exercise-in-Cloud.pdf | 270.2 KB | ||
| 49 - MLOps Product design.mp4 | 6.3 MB | ||
| 5 - MLOps use cases.mp4 | 4.3 MB | ||
| 6 - MLOps use cases.mp4 | 2.9 MB | ||
| 7 - MLOps use cases.mp4 | 8.9 MB | ||
| 8 - DevOps.mp4 | 4.3 MB | ||
| 9 - DevOps.mp4 | 3.1 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 61 total files | |||
The Complete Mlops Product Design: Ai Architecture Essential
https://WebToolTip.com
Published 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 380.25 MB | Duration: 1h 49m
Build, Deploy & Scale Production-Ready MLOps Features
What you'll learn
MLOps roles are specific to Machine learning and operations that revolve around it.
MLOps involves changing requirements from customers in a fast and dynamic timeline.
MLOps has increased to different product development .
When Machine learning model changes in its existance then MLOps use cases starts like IoT or Others.
Requirements
Basic understanding of data structures and algorithms
Basic understanding of statistical concepts
Basic understanding of Machine learning Algorithms
Fundamentals of calculus and linear algebra and Math formulations
| torrent name | size | uploader | age | seed | leech |
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| 503.7 MB | freecoursewb | 2 days | 20 | 11 | |
| 784.3 MB | freecoursewb | 2 days | 0 | 0 | |
| 2.2 GB | freecoursewb | 2 days | 0 | 0 | |
| 3.7 GB | freecoursewb | 2 days | 0 | 0 | |
| 3.3 GB | freecoursewb | 2 days | 24 | 16 |
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