Deployment Patterns in ML | Shadow Deployment | A/B Testing | Canary Deployment | Explained

RoboSathi · Beginner ·📐 ML Fundamentals ·5mo ago

About this lesson

📘 Notes:- https://robosathi.com/docs/machine_learning/ml_system/deployment-patterns/ 🎥 NLP Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxcDlHCeNiKbRhLWKVunQaxn 🎥 Deep Learning Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxe749nPGDV2cd6SR6zIZIJl 🎥 Machine Learning Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxeydAqz2lsSMFYinbrJy9mu 🎥 Full Maths Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxen-R6NytSMigAri7piPhFp 👉 In this Video, we will see What is Deployment Patterns and Types of Deployment. 🎥 Related Video: 1) Z Test :- https://youtu.be/PHQhOoMB-6s 2) Z test of Proportion :- https://youtu.be/ukdF4Zx7pSU 3) Chi- Square Test :- https://youtu.be/XdsOaHQYXnk 4) Test of Independence :- https://youtu.be/yiymXqaA608 5) Chi- Square (χ²) Test Statistic for Categorical Data :- https://youtu.be/ZvESq3cXTKo 🎯 Learning Objectives ✅ What is Deployment? ✅ What are the Types of Deployment? 👉 Maths for ML Playlist: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxePOg6k6vAkcg5Y50EAZds9 🕔 Time Stamp 🕘 00:00:00 - 00:00:22 Introduction 00:00:23 - 00:01:19 Importance of Safe Deployment 00:01:20 - 00:03:24 Shadow Deployment 00:03:25 - 00:05:58 A/B Testing 00:05:59 - 00:09:16 Canary Deployment 00:09:17 - 00:10:02 Email : contact@robosathi.com

Original Description

📘 Notes:- https://robosathi.com/docs/machine_learning/ml_system/deployment-patterns/ 🎥 NLP Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxcDlHCeNiKbRhLWKVunQaxn 🎥 Deep Learning Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxe749nPGDV2cd6SR6zIZIJl 🎥 Machine Learning Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxeydAqz2lsSMFYinbrJy9mu 🎥 Full Maths Course: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxen-R6NytSMigAri7piPhFp 👉 In this Video, we will see What is Deployment Patterns and Types of Deployment. 🎥 Related Video: 1) Z Test :- https://youtu.be/PHQhOoMB-6s 2) Z test of Proportion :- https://youtu.be/ukdF4Zx7pSU 3) Chi- Square Test :- https://youtu.be/XdsOaHQYXnk 4) Test of Independence :- https://youtu.be/yiymXqaA608 5) Chi- Square (χ²) Test Statistic for Categorical Data :- https://youtu.be/ZvESq3cXTKo 🎯 Learning Objectives ✅ What is Deployment? ✅ What are the Types of Deployment? 👉 Maths for ML Playlist: https://www.youtube.com/playlist?list=PLnpa6KP2ZQxePOg6k6vAkcg5Y50EAZds9 🕔 Time Stamp 🕘 00:00:00 - 00:00:22 Introduction 00:00:23 - 00:01:19 Importance of Safe Deployment 00:01:20 - 00:03:24 Shadow Deployment 00:03:25 - 00:05:58 A/B Testing 00:05:59 - 00:09:16 Canary Deployment 00:09:17 - 00:10:02 Email : contact@robosathi.com

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Chapters (6)

00:00:22 Introduction

0:23 00:01:19 Importance of Safe Deployment

1:20 00:03:24 Shadow Deployment

3:25 00:05:58 A/B Testing

5:59 00:09:16 Canary Deployment

9:17 00:10:02 Email : contact@robosathi.com

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