What you’ll learn
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Machine Learning System Unit Testing
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Machine Learning System Integration Testing
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Machine Learning System Differential Testing
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Shadow Deployments (also known as Dark/Decoy launches)
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Statistical Techniques for Assessing Shadow Deployments
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Monitoring ML System with Metrics (Prometheus & Grafana)
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Monitoring ML Systems with Logs (Kibana & the Elastic Stack)
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The Theory Around Continuous Delivery for Machine Learning
Who this course is for:
- Data Scientists who want to know how to test & monitor their models beyond in production
- Software engineers who want to learn about Machine Learning engineering
- Machine Learning engineers who want to improve their testing & monitoring skills
- Data Engineers looking to transition to ML engineering
- Lovers of open source technologies
Can I download Testing and Monitoring Machine Learning Model Deployments course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The Testing and Monitoring Machine Learning Model Deployments course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
You can check out for more Udemy coupons @ www.coursecouponclub.com
Note: 100% OFF Udemy coupon codes are valid for maximum 3 days only. Look for "ENROLL NOW" button at the end of the post.
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.