AWS Cloudwatch Alarms using Machine Learning (Anomaly Detection) | Overview
In this video, I talk about one of AWS' newest offering - Cloudwatch Anomaly Detection. I start by describing the problem that Anomaly Detection is trying to solve. Afterwards I describe how to set it up via the console & how to tune your model. Next I discuss the cost structure. Finally, I discuss possible new spin-off features AWS may come out with as a result of this new product.
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📚 References:
Getting started with AWS: https://youtu.be/lTyqzyk86f8
AWS Blog on Anomaly Detection - https://aws.amazon.com/blogs/aws/new-amazon-cloudwatch-anomaly-detection/
☁Topics covered include:
- Cloudwatch Anomaly Detection
- Confidence Bands
- Outside of band alarm
- Above threshold alarm
- Below threshold alarm
- Alarm ML training
- Alarm Cost structure
- Alarm setup and tuning
🌎 Find me here:
Twitter - https://twitter.com/BeABetterDevv
Instagram - https://www.instagram.com/beabetterdevv/
Patreon - Donations help fund additional content - https://www.patreon.com/beabetterdev
#AWS
#Cloudwatch
#AnomalyDetection
Видео AWS Cloudwatch Alarms using Machine Learning (Anomaly Detection) | Overview канала Be A Better Dev
📚 MY RECOMMENDED READING LIST FOR SOFTWARE DEVELOPERS📚
Clean Code - https://amzn.to/37T7xdP
Clean Architecture - https://amzn.to/3sCEGCe
Head First Design Patterns - https://amzn.to/37WXAMy
Domain Driver Design - https://amzn.to/3aWSW2W
Code Complete - https://amzn.to/3ksQDrB
The Pragmatic Programmer - https://amzn.to/3uH4kaQ
Algorithms - https://amzn.to/3syvyP5
Working Effectively with Legacy Code - https://amzn.to/3kvMza7
Refactoring - https://amzn.to/3r6FQ8U
🎙 MY RECORDING EQUIPMENT 🎙
Shure SM58 Microphone - https://amzn.to/3r5Hrf9
Behringer UM2 Audio Interface - https://amzn.to/2MuEllM
XLR Cable - https://amzn.to/3uGyZFx
Acoustic Sound Absorbing Foam Panels - https://amzn.to/3ktIrY6
Desk Microphone Mount - https://amzn.to/3qXMVIO
Logitech C920s Webcam - https://amzn.to/303zGu9
Fujilm XS10 Camera - https://amzn.to/3uGa30E
Fujifilm XF 35mm F2 Lens - https://amzn.to/3rentPe
Neewer 2 Piece Studio Lights - https://amzn.to/3uyoa8p
💻 MY DESKTOP EQUIPMENT 💻
Dell 34 inch Ultrawide Monitor - https://amzn.to/2NJwph6
Autonomous ErgoChair 2 - https://bit.ly/2YzomEm
Autonomous SmartDesk 2 Standing Desk - https://bit.ly/2YzomEm
MX Master 3 Productivity Mouse - https://amzn.to/3aYwKVZ
Das Keyboard Prime 13 MX Brown Mechanical- https://amzn.to/3uH6VBF
Veikk A15 Drawing Tablet - https://amzn.to/3uBRWsN
📚 References:
Getting started with AWS: https://youtu.be/lTyqzyk86f8
AWS Blog on Anomaly Detection - https://aws.amazon.com/blogs/aws/new-amazon-cloudwatch-anomaly-detection/
☁Topics covered include:
- Cloudwatch Anomaly Detection
- Confidence Bands
- Outside of band alarm
- Above threshold alarm
- Below threshold alarm
- Alarm ML training
- Alarm Cost structure
- Alarm setup and tuning
🌎 Find me here:
Twitter - https://twitter.com/BeABetterDevv
Instagram - https://www.instagram.com/beabetterdevv/
Patreon - Donations help fund additional content - https://www.patreon.com/beabetterdev
#AWS
#Cloudwatch
#AnomalyDetection
Видео AWS Cloudwatch Alarms using Machine Learning (Anomaly Detection) | Overview канала Be A Better Dev
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