Udemy - The Complete Mlops Product Design - Ai Architecture Essential

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[ WebToolTip.com ] Udemy - The Complete Mlops Product Design - Ai Architecture Essential
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1 - Course Overview.mp4 (2.2 MB)
    • 2 - Course preview.mp4 (6.3 MB)
    10 - Model Profiling
    • 36 - Model Profiling.mp4 (15.4 MB)
    • 37 - Model Profiling.mp4 (5.9 MB)
    • 37 - Practical-exercise-Profiling.pdf (270.2 KB)
    11 - Model Packaging
    • 38 - Model Packaging.mp4 (5.6 MB)
    • 39 - Model Packaging.mp4 (12.8 MB)
    • 39 - Practical-exercise-Packaging.pdf (270.2 KB)
    12 - Model Resource Manager
    • 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 (271.0 KB)
    13 - Model Retraining
    • 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)
    14 - Model in Cloud
    • 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)
    15 - MLOps Product design
    • 49 - MLOps Product design.mp4 (6.3 MB)
    2 - MLOps use cases
    • 3 - MLOps use cases.mp4 (8.9 MB)
    • 4 - MLOps Use Cases.mp4 (4.9 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)
    3 - DevOps Essentials
    • 10 - DevOps.mp4 (728.4 KB)
    • 8 - DevOps.mp4 (4.3 MB)
    • 9 - DevOps.mp4 (3.1 MB)
    4 - MLOps Tools
    • 11 - MLOps Tools.mp4 (9.0 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)
    5 - Model Registry
    • 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)
    • 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)
    6 - Model Metadata
    • 24 - Model Metadata.mp4 (5.9 MB)
    • 25 - Model Metadata.mp4 (9.0 MB)
    • 26 - Model Metadata.mp4 (12.7 MB)
    • 27 - Model metadata.mp4 (8.5 MB)
    • 27 - Practical-exercise-Metadata.pdf (250.1 KB)
    7 - Hyperparameter optimization
    • 28 - Hyperparameter optimization.mp4 (14.1 MB)
    • 29 - Hyperparameter optimization.mp4 (10.1 MB)
    • 30 - Hyperparameter optimization.mp4 (4.9 MB)
    • 30 - Practical-exercise-HPO.pdf (269.8 KB)
    8 - Model Pipeline
    • 31 - Model Pipeline.mp4 (8.1 MB)
    • 32 - Model Pipeline.mp4 (6.8 MB)
    • 32 - Practical-exercise-Pipeline.pdf (270.0 KB)
    9 - Model Biasing
    • 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 (270.0 KB)
    • Bonus Resources.txt (0.1 KB)

Description

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



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Udemy - The Complete Mlops Product Design - Ai Architecture Essential

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Download torrent
380.2 MB
seeders:2
leechers:5
Udemy - The Complete Mlops Product Design - Ai Architecture Essential

Torrent hash: CBDC790BC6511E5782A1AD042F0CF9C7A83E8DA4