[DesireCourse.Com] Udemy - Deployment of Machine Learning Models

  • Seeders：6
  • Leechers：51
  • Completed：142
  • File size：848.14 MB
  • Date：2020-07-26
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Files

  • 1. Introduction1. Introduction to the course.mp4(37.59 MB)
  • 1. Introduction1. Introduction to the course.vtt(7.65 KB)
  • 1. Introduction2. Course curriculum overview.mp4(48.21 MB)
  • 1. Introduction2. Course curriculum overview.vtt(9.23 KB)
  • 1. Introduction3. Knowledge requirements.mp4(17.17 MB)
  • 1. Introduction3. Knowledge requirements.vtt(4.38 KB)
  • 1. Introduction4. How to Approach this course.html(3.29 KB)
  • 1. Introduction5. Guide to Setting up your Computer.html(3.92 KB)
  • 1. Introduction6. Slides covered in this course.html(92 B)
  • 1. Introduction6.1 DMLM_Slides.zip.zip(13.40 MB)
  • 1. Introduction7. Notes covered in this course.html(91 B)
  • 1. Introduction7.1 DMLM_Notes.zip.zip(1.53 MB)
  • 1. Introduction8. FAQ Where can I learn more about the required skills.html(1.01 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers1. 10.1 - Introduction.mp4(26.90 MB)
  • 10. Deploying to a PaaS (Heroku) without Containers1. 10.1 - Introduction.vtt(4.42 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers1.1 Section10.1_Notes.pdf.pdf(76.70 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers2. 10.2 - Heroku Account Creation.mp4(20.91 MB)
  • 10. Deploying to a PaaS (Heroku) without Containers2. 10.2 - Heroku Account Creation.vtt(2.27 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers2.1 Section10.2_Notes.pdf.pdf(61.43 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers3. 10.3 - Heroku Config.mp4(32.22 MB)
  • 10. Deploying to a PaaS (Heroku) without Containers3. 10.3 - Heroku Config.vtt(4.84 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers3.1 Section10.3_Notes.pdf.pdf(68.97 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers4. 10.4 - Testing the Deployment Manually.mp4(12.35 MB)
  • 10. Deploying to a PaaS (Heroku) without Containers4. 10.4 - Testing the Deployment Manually.vtt(1.60 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers4.1 Section10.4_Notes.pdf.pdf(69.77 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers5. 10.5 - Deploying to Heroku via CI.mp4(29.07 MB)
  • 10. Deploying to a PaaS (Heroku) without Containers5. 10.5 - Deploying to Heroku via CI.vtt(3.71 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers5.1 Section10.5_Notes.pdf.pdf(67.87 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers6. 10.6 - Wrap Up.mp4(13.51 MB)
  • 10. Deploying to a PaaS (Heroku) without Containers6. 10.6 - Wrap Up.vtt(2.12 KB)
  • 10. Deploying to a PaaS (Heroku) without Containers6.1 Section10.6_Notes.pdf.pdf(63.89 KB)
  • 11. Running Apps with Containers (Docker)1. 11.1 Introduction to Containers and Docker.mp4(31.51 MB)
  • 11. Running Apps with Containers (Docker)1. 11.1 Introduction to Containers and Docker.vtt(4.38 KB)
  • 11. Running Apps with Containers (Docker)1.1 Section11.1_Notes.pdf.pdf(70.24 KB)
  • 11. Running Apps with Containers (Docker)2. 11.2 Installing Docker.mp4(26.65 MB)
  • 11. Running Apps with Containers (Docker)2. 11.2 Installing Docker.vtt(2.44 KB)
  • 11. Running Apps with Containers (Docker)2.1 Section11.2_Notes.pdf.pdf(77.79 KB)
  • 11. Running Apps with Containers (Docker)3. 11.3 Creating Our API App Dockerfile.mp4(21.60 MB)
  • 11. Running Apps with Containers (Docker)3. 11.3 Creating Our API App Dockerfile.vtt(2.86 KB)
  • 11. Running Apps with Containers (Docker)3.1 Section11.3_Notes.pdf.pdf(58.50 KB)
  • 11. Running Apps with Containers (Docker)4. 11.4 Building and Running the Docker Container.mp4(26.73 MB)
  • 11. Running Apps with Containers (Docker)4. 11.4 Building and Running the Docker Container.vtt(3.63 KB)
  • 11. Running Apps with Containers (Docker)4.1 Section11.4_Notes.pdf.pdf(94.08 KB)
  • 11. Running Apps with Containers (Docker)5. 11.5 Releasing to Heroku with Docker.mp4(46.93 MB)
  • 11. Running Apps with Containers (Docker)5. 11.5 Releasing to Heroku with Docker.vtt(5.18 KB)
  • 11. Running Apps with Containers (Docker)5.1 Section11.5_Notes.pdf.pdf(56.55 KB)
  • 11. Running Apps with Containers (Docker)6. 11.6 - Wrap Up.mp4(7.73 MB)
  • 11. Running Apps with Containers (Docker)6. 11.6 - Wrap Up.vtt(1.55 KB)
  • 11. Running Apps with Containers (Docker)6.1 Section11.6_Notes.pdf.pdf(82.44 KB)
  • 12. Deploying to IaaS (AWS ECS)1. 12.1 - Introduction to AWS.mp4(18.70 MB)
  • 12. Deploying to IaaS (AWS ECS)1. 12.1 - Introduction to AWS.vtt(3.24 KB)
  • 12. Deploying to IaaS (AWS ECS)10. 12.9 - Uploading Images to the Elastic Container Registry (ECR).mp4(49.77 MB)
  • 12. Deploying to IaaS (AWS ECS)10. 12.9 - Uploading Images to the Elastic Container Registry (ECR).vtt(4.19 KB)
  • 12. Deploying to IaaS (AWS ECS)10.1 Section12.9_Notes.pdf.pdf(72.40 KB)
  • 12. Deploying to IaaS (AWS ECS)11. 12.10 - Creating the ECS Cluster with Fargate Launch Method.mp4(38.12 MB)
  • 12. Deploying to IaaS (AWS ECS)11. 12.10 - Creating the ECS Cluster with Fargate Launch Method.vtt(3.77 KB)
  • 12. Deploying to IaaS (AWS ECS)11.1 Section12.10_Notes.pdf.pdf(56.88 KB)
  • 12. Deploying to IaaS (AWS ECS)12. 12.11 - Creating the ECS Cluster with the EC2 Launch Method.mp4(59.91 MB)
  • 12. Deploying to IaaS (AWS ECS)12. 12.11 - Creating the ECS Cluster with the EC2 Launch Method.vtt(6.38 KB)
  • 12. Deploying to IaaS (AWS ECS)12.1 Section12.11_Notes.pdf.pdf(57.46 KB)
  • 12. Deploying to IaaS (AWS ECS)13. 12.12 - Updating the Cluster Containers.mp4(30.97 MB)
  • 12. Deploying to IaaS (AWS ECS)13. 12.12 - Updating the Cluster Containers.vtt(3.52 KB)
  • 12. Deploying to IaaS (AWS ECS)13.1 Section12.12_Notes.pdf.pdf(67.45 KB)
  • 12. Deploying to IaaS (AWS ECS)14. 12.13 - Tearing down the ECS Cluster.mp4(6.96 MB)
  • 12. Deploying to IaaS (AWS ECS)14. 12.13 - Tearing down the ECS Cluster.vtt(740 B)
  • 12. Deploying to IaaS (AWS ECS)14.1 Section12.13_Notes.pdf.pdf(60.11 KB)
  • 12. Deploying to IaaS (AWS ECS)15. 12.14 - Deploying to ECS via the CI pipeline.mp4(23.54 MB)
  • 12. Deploying to IaaS (AWS ECS)15. 12.14 - Deploying to ECS via the CI pipeline.vtt(2.60 KB)
  • 12. Deploying to IaaS (AWS ECS)15.1 Section12.14_Notes.pdf.pdf(64.16 KB)
  • 12. Deploying to IaaS (AWS ECS)16. 12.15 - Wrap Up.mp4(8.97 MB)
  • 12. Deploying to IaaS (AWS ECS)16. 12.15 - Wrap Up.vtt(1.88 KB)
  • 12. Deploying to IaaS (AWS ECS)16.1 Section12.15_Notes.pdf.pdf(56.57 KB)
  • 12. Deploying to IaaS (AWS ECS)2. 12.2 - AWS Costs and Caution.mp4(25.46 MB)
  • 12. Deploying to IaaS (AWS ECS)2. 12.2 - AWS Costs and Caution.vtt(2.36 KB)
  • 12. Deploying to IaaS (AWS ECS)2.1 Section12.2_Notes.pdf.pdf(74.73 KB)
  • 12. Deploying to IaaS (AWS ECS)3. 12.3a - Intro to AWS ECS.mp4(22.79 MB)
  • 12. Deploying to IaaS (AWS ECS)3. 12.3a - Intro to AWS ECS.vtt(4.50 KB)
  • 12. Deploying to IaaS (AWS ECS)3.1 Section12.3_Notes.pdf.pdf(55.14 KB)
  • 12. Deploying to IaaS (AWS ECS)4. 12.3b - Container Orchestration Options Kubernetes ECS Docker Swarm.mp4(23.79 MB)
  • 12. Deploying to IaaS (AWS ECS)4. 12.3b - Container Orchestration Options Kubernetes ECS Docker Swarm.vtt(3.58 KB)
  • 12. Deploying to IaaS (AWS ECS)4.1 Section12.3_Notes.pdf.pdf(55.14 KB)
  • 12. Deploying to IaaS (AWS ECS)5. 12.4 - Create an AWS Account.mp4(4.90 MB)
  • 12. Deploying to IaaS (AWS ECS)5. 12.4 - Create an AWS Account.vtt(603 B)
  • 12. Deploying to IaaS (AWS ECS)5.1 Section12.4_Notes.pdf.pdf(53.55 KB)
  • 12. Deploying to IaaS (AWS ECS)6. 12.5 - Setting Permissions with IAM.mp4(23.21 MB)
  • 12. Deploying to IaaS (AWS ECS)6. 12.5 - Setting Permissions with IAM.vtt(3.01 KB)
  • 12. Deploying to IaaS (AWS ECS)6.1 Section12.5_Notes.pdf.pdf(57.91 KB)
  • 12. Deploying to IaaS (AWS ECS)7. 12.6 - Installing the AWS CLI.mp4(28.93 MB)
  • 12. Deploying to IaaS (AWS ECS)7. 12.6 - Installing the AWS CLI.vtt(2.31 KB)
  • 12. Deploying to IaaS (AWS ECS)7.1 Section12.6_Notes.pdf.pdf(56.92 KB)
  • 12. Deploying to IaaS (AWS ECS)8. 12.7 - Configuring the AWS CLI.mp4(20.84 MB)
  • 12. Deploying to IaaS (AWS ECS)8. 12.7 - Configuring the AWS CLI.vtt(2.75 KB)
  • 12. Deploying to IaaS (AWS ECS)8.1 Section12.7_Notes.pdf.pdf(83.02 KB)
  • 12. Deploying to IaaS (AWS ECS)9. 12.8 - Intro the Elastic Container Registry (ECR).mp4(9.37 MB)
  • 12. Deploying to IaaS (AWS ECS)9. 12.8 - Intro the Elastic Container Registry (ECR).vtt(1.18 KB)
  • 12. Deploying to IaaS (AWS ECS)9.1 Section12.8_Notes.pdf.pdf(55.26 KB)
  • 13. A Deep Learning Model with Big Data1. Challenges of using Big Data in Machine Learning.mp4(15.30 MB)
  • 13. A Deep Learning Model with Big Data1. Challenges of using Big Data in Machine Learning.vtt(2.42 KB)
  • 13. A Deep Learning Model with Big Data10. 13.10 - Additional Considerations and Wrap Up.mp4(20.76 MB)
  • 13. A Deep Learning Model with Big Data10. 13.10 - Additional Considerations and Wrap Up.vtt(3.11 KB)

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