Search result for Production deployment Online Courses & Certifications
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Deployment of Machine Learning Models
by Soledad Galli- 4.5
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10 hours on-demand video
Learn how to integrate robust and reliable Machine Learning Pipelines in Production Welcome to Deployment of Machine Learning Models, the most comprehensive machine learning deployments online course available to date. How to transform the code in Jupyter notebooks into production code How to write production code, including introduction to tests, logging and OOP...
$18.99
Introduction to Machine Learning in Production
by Andrew NgTop Instructor , Cristian Bartolomé ArámburuTop Instructor- 4.8
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Approx. 10 hours to complete
In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application....
AWS CodeCommit CodeBuild CodeDeploy CodePipeline | Hands On
by StackSimplify | Kalyan Reddy- 4.3
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3.5 hours on-demand video
04 Step 04: Create Application, Deployment Group and Deployment 04 Step 06: Create new build and deployment 04 Step 07: Verify the Deployment 04 Step 08: New Application Release Deployment 06 Step 02: Create Production EC2 Instance & Production Deployment Group in CodeDeploy 06 Step 03: Add Manual Approval Stage and Production Deployment Stage...
$13.99
Docker for DevOps: 2-in-1
by Packt Publishing- 3.5
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2.5 hours on-demand video
You will also learn to set up Jenkins inside a Docker container to support and automate your deployment pipeline. Next, you will learn how to provide reliability and scalability to your application by setting up a cluster of Docker hosts using Docker Swarm mode, and then automate the deployment of Docker hosts using Chef....
$12.99
The Fast Track To Deploying A Web App On AWS The Right Way
by Andrew Brown- 4.3
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2.5 hours on-demand video
A Hands On Guide to Blue/Green Deployment with Auto Scaling, Application Load Balancer, CodeDeploy, CodePipeline This course jumps straight into showing you the exact steps you'll need to setup the infrastructure to deploy a web-application into production using Blue/Green deployment. We'll use CodeDeploy for Blue/Green Deployment and automate deployment on git push with CodePipeline. Automated Deployment...
$11.99
Deployment of Machine Learning Models in Production
by Laxmi Kant | KGP Talkie- 4.7
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9.5 hours on-demand video
Deploy ML Model with BERT, DistilBERT, FastText NLP Models in Production with Flask, uWSGI, and NGINX at AWS EC2 Are you ready to deploy your machine learning models in production at AWS? DistilBERT Model Fine Tuning and Deployment Deploy Production Ready ML Model Deploy ML Model in Production at AWS...
$13.99
AZ-400 Azure DevOps: Implementing Infrastructure as Code
by Cloud Demystified- 0.0
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4.5 hours on-demand video
Learn how to use Azure DevOps for Azure Infrastructure deployment Objective of this course is to learn how we can implement Azure infrastructure deployment using Azure DevOps. Production deployments - Understand how production deployment scenarios can be addressed...
$14.99
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Machine Learning Engineer
by Cezanne Camacho , Mat Leonard , Luis Serrano , Dan Romuald Mbanga , Jennifer Staab , Sean Carrell , Josh Bernhard , Jay Alammar , Andrew Paster- 0.0
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3 months
You’ll deploy machine learning models to a production environment, such as a web application, and evaluate and update that model according to performance metrics. Learn advanced machine learning techniques and algorithms and how to package and deploy your models to a production environment. Learn advanced machine learning deployment techniques and software engineering best practices....
$399
Learn DevOps: Deploy Highly available Jenkins on AWS
by Muhammad Hassan- 0.0
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35 mins on-demand video
This course help you understand, design and deploy a highly available Jenkins master node on Amazon Web Services (AWS) in your production environment. We will look into a one of the deployment architecture for Jenkins in production environment....
$12.99
Contact Center AI: Operations and Implementation
by Google Cloud Training- 0.0
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Approx. 7 hours to complete
Production Identify best practices for design and deployment of virtual agents....
