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MLOps Fundamentals CICDCT Pipelines of ML with Azure Demo
Category:
Ebook/Course
Size:
855.54 MB
Seeders:
18
Leechers:
6
Downloads:
184
Uploaded:
Jul 1, 2021
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MLOps Fundamentals CICDCT Pipelines of ML with Azure Demo
[TutsNode.com] - MLOps Fundamentals CICDCT Pipelines of ML with Azure Demo
07 Azure Machine Learning Studio - Crash course
002 Azure Machine learning studio UI Tour.mp4
- 57.11 MB
002 Azure Machine learning studio UI Tour.en.srt
- 14.6 KB
001 Introduction to Azure Machine Learning.en.srt
- 6.52 KB
001 Introduction to Azure Machine Learning.mp4
- 16.91 MB
01 Introduction
002 Traditional Machine Learning Lifecycle - Part 1.en.srt
- 14.9 KB
004 Roles & Responsibilities in ML projects.en.srt
- 7.22 KB
003 Traditional Machine Learning Lifecycle - Part 2.en.srt
- 6.98 KB
001 What is MLOps.en.srt
- 5.95 KB
002 Traditional Machine Learning Lifecycle - Part 1.mp4
- 33.15 MB
003 Traditional Machine Learning Lifecycle - Part 2.mp4
- 24.02 MB
004 Roles & Responsibilities in ML projects.mp4
- 20.81 MB
001 What is MLOps.mp4
- 13.89 MB
02 Challenges in existing ML projects
002 Activities needed to productionize models.en.srt
- 14.87 KB
001 Problems in traditional ML lifecycle.en.srt
- 8 KB
002 Activities needed to productionize models.mp4
- 30.42 MB
001 Problems in traditional ML lifecycle.mp4
- 20.9 MB
03 MLOps - A solution
002 MLOps implementation.en.srt
- 14.46 KB
004 Difference between DevOps & MLOps.en.srt
- 9.32 KB
001 Standards_Principles in MLOps.en.srt
- 8.34 KB
003 Benefits of MLOps.en.srt
- 7.28 KB
002 MLOps implementation.mp4
- 39.66 MB
004 Difference between DevOps & MLOps.mp4
- 23.27 MB
003 Benefits of MLOps.mp4
- 18.16 MB
001 Standards_Principles in MLOps.mp4
- 18.14 MB
05 MLOps Tools_Platforms Stack
001 MLOps Platform requirements.en.srt
- 14.43 KB
003 Which MLOps Platform to choose_.en.srt
- 9.41 KB
002 MLOps Platforms comparison.en.srt
- 7.18 KB
001 MLOps Platform requirements.mp4
- 38.47 MB
003 Which MLOps Platform to choose_.mp4
- 20.99 MB
002 MLOps Platforms comparison.mp4
- 14.15 MB
04 Maturity levels in MLOps
001 MLOps level 0.en.srt
- 8.92 KB
002 MLOps level 1.en.srt
- 7.37 KB
004 Importance of Maturity levels.en.srt
- 2.14 KB
003 MLOps level 2.en.srt
- 3.64 KB
002 MLOps level 1.mp4
- 22.33 MB
001 MLOps level 0.mp4
- 17.84 MB
003 MLOps level 2.mp4
- 10.51 MB
004 Importance of Maturity levels.mp4
- 2.54 MB
10 Demo - CI_CD MLOps Pipeline
006 Run the Pipeline.en.srt
- 8.61 KB
002 Continuous Integration (CI) script.en.srt
- 6.58 KB
003 Code to publish the pipeline.en.srt
- 6.2 KB
004 Code to run the published package.en.srt
- 5.97 KB
005 Continuous Deployment (CD) script.en.srt
- 4.94 KB
001 Overview.en.srt
- 3.91 KB
006 Run the Pipeline.mp4
- 46.99 MB
003 Code to publish the pipeline.mp4
- 40.2 MB
004 Code to run the published package.mp4
- 33.86 MB
002 Continuous Integration (CI) script.mp4
- 32.24 MB
005 Continuous Deployment (CD) script.mp4
- 26.45 MB
001 Overview.mp4
- 9.34 MB
09 Demo - Orchestrated Experiment ML codes
004 Scoring code.en.srt
- 6.58 KB
001 Model Training code.en.srt
- 6.4 KB
002 Model Evaluation code.en.srt
- 6.15 KB
003 Model Registry code.en.srt
- 6.14 KB
001 Model Training code.mp4
- 31.5 MB
003 Model Registry code.mp4
- 31.15 MB
002 Model Evaluation code.mp4
- 30.92 MB
004 Scoring code.mp4
- 26.72 MB
08 Demo - Data scientist's experiment
001 EDA notebook.en.srt
- 5.9 KB
002 Azure DevOps & Azure ML connections.en.srt
- 4.77 KB
003 Training & Evaluation notebook.en.srt
- 4.54 KB
external-assets-links.txt
- 118 B
001 EDA notebook.mp4
- 29.58 MB
003 Training & Evaluation notebook.mp4
- 17.99 MB
002 Azure DevOps & Azure ML connections.mp4
- 16.75 MB
11 BONUS
001 Bonus lecture.en.srt
- 4.09 KB
external-assets-links.txt
- 680 B
001 Bonus lecture.mp4
- 19.37 MB
06 Demo - Build & Run MLOps pipeline in Azure Cloud
001 Notice.en.srt
- 3.75 KB
002 Project requirements.en.srt
- 2.58 KB
external-assets-links.txt
- 166 B
002 Project requirements.mp4
- 6.64 MB
001 Notice.mp4
- 5.02 MB
TutsNode.com.txt
- 63 B
[TGx]Downloaded from torrentgalaxy.to .txt
- 585 B
.pad
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- 142.48 KB
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- 309.52 KB
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- 351.57 KB
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udp://tracker.opentrackr.org:1337/announce
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InfoHash:
0BBEF67E95A3335A9F46AB05533095B06A2AE4CD
Last updated:
Jan 25, 2022
File count:
109 B
File Category:
9
Tags:
Other, Tutorials
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