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[DesireCourse Com] Udemy - Deployment of Machine Learning Models

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Report [DesireCourse Com] Udemy - Deployment of Machine Learning Models
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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
CBD52B3222E1E54609926BAC07718410CFEF4E2C
Source
Unverified
Total Size
3.65 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
1. Introduction/1. Introduction to the course.mp437.59 MB
1. Introduction/1. Introduction to the course.vtt7.65 KB
1. Introduction/2. Course curriculum overview.mp448.21 MB
1. Introduction/2. Course curriculum overview.vtt9.23 KB
1. Introduction/3. Knowledge requirements.mp417.17 MB
1. Introduction/3. Knowledge requirements.vtt4.38 KB
1. Introduction/4. How to Approach this course.html3.29 KB
1. Introduction/5. Guide to Setting up your Computer.html3.92 KB
1. Introduction/6. Slides covered in this course.html92 B
1. Introduction/6.1 DMLM_Slides.zip.zip13.4 MB
1. Introduction/7. Notes covered in this course.html91 B
1. Introduction/7.1 DMLM_Notes.zip.zip1.53 MB
1. Introduction/8. FAQ Where can I learn more about the required skills.html1.01 KB
10. Deploying to a PaaS (Heroku) without Containers/1. 10.1 - Introduction.mp426.9 MB
10. Deploying to a PaaS (Heroku) without Containers/1. 10.1 - Introduction.vtt4.42 KB
10. Deploying to a PaaS (Heroku) without Containers/1.1 Section10.1_Notes.pdf.pdf76.7 KB
10. Deploying to a PaaS (Heroku) without Containers/2. 10.2 - Heroku Account Creation.mp420.91 MB
10. Deploying to a PaaS (Heroku) without Containers/2. 10.2 - Heroku Account Creation.vtt2.27 KB
10. Deploying to a PaaS (Heroku) without Containers/2.1 Section10.2_Notes.pdf.pdf61.43 KB
10. Deploying to a PaaS (Heroku) without Containers/3. 10.3 - Heroku Config.mp432.22 MB
10. Deploying to a PaaS (Heroku) without Containers/3. 10.3 - Heroku Config.vtt4.84 KB
10. Deploying to a PaaS (Heroku) without Containers/3.1 Section10.3_Notes.pdf.pdf68.97 KB
10. Deploying to a PaaS (Heroku) without Containers/4. 10.4 - Testing the Deployment Manually.mp412.35 MB
10. Deploying to a PaaS (Heroku) without Containers/4. 10.4 - Testing the Deployment Manually.vtt1.6 KB
10. Deploying to a PaaS (Heroku) without Containers/4.1 Section10.4_Notes.pdf.pdf69.77 KB
10. Deploying to a PaaS (Heroku) without Containers/5. 10.5 - Deploying to Heroku via CI.mp429.07 MB
10. Deploying to a PaaS (Heroku) without Containers/5. 10.5 - Deploying to Heroku via CI.vtt3.71 KB
10. Deploying to a PaaS (Heroku) without Containers/5.1 Section10.5_Notes.pdf.pdf67.87 KB
10. Deploying to a PaaS (Heroku) without Containers/6. 10.6 - Wrap Up.mp413.51 MB
10. Deploying to a PaaS (Heroku) without Containers/6. 10.6 - Wrap Up.vtt2.12 KB
10. Deploying to a PaaS (Heroku) without Containers/6.1 Section10.6_Notes.pdf.pdf63.89 KB
11. Running Apps with Containers (Docker)/1. 11.1 Introduction to Containers and Docker.mp431.51 MB
11. Running Apps with Containers (Docker)/1. 11.1 Introduction to Containers and Docker.vtt4.38 KB
11. Running Apps with Containers (Docker)/1.1 Section11.1_Notes.pdf.pdf70.24 KB
11. Running Apps with Containers (Docker)/2. 11.2 Installing Docker.mp426.65 MB
11. Running Apps with Containers (Docker)/2. 11.2 Installing Docker.vtt2.44 KB
11. Running Apps with Containers (Docker)/2.1 Section11.2_Notes.pdf.pdf77.79 KB
11. Running Apps with Containers (Docker)/3. 11.3 Creating Our API App Dockerfile.mp421.6 MB
11. Running Apps with Containers (Docker)/3. 11.3 Creating Our API App Dockerfile.vtt2.86 KB
11. Running Apps with Containers (Docker)/3.1 Section11.3_Notes.pdf.pdf58.5 KB
11. Running Apps with Containers (Docker)/4. 11.4 Building and Running the Docker Container.mp426.73 MB
11. Running Apps with Containers (Docker)/4. 11.4 Building and Running the Docker Container.vtt3.63 KB
11. Running Apps with Containers (Docker)/4.1 Section11.4_Notes.pdf.pdf94.08 KB
11. Running Apps with Containers (Docker)/5. 11.5 Releasing to Heroku with Docker.mp446.93 MB
11. Running Apps with Containers (Docker)/5. 11.5 Releasing to Heroku with Docker.vtt5.18 KB
11. Running Apps with Containers (Docker)/5.1 Section11.5_Notes.pdf.pdf56.55 KB
11. Running Apps with Containers (Docker)/6. 11.6 - Wrap Up.mp47.73 MB
11. Running Apps with Containers (Docker)/6. 11.6 - Wrap Up.vtt1.55 KB
11. Running Apps with Containers (Docker)/6.1 Section11.6_Notes.pdf.pdf82.44 KB
12. Deploying to IaaS (AWS ECS)/1. 12.1 - Introduction to AWS.mp418.7 MB
12. Deploying to IaaS (AWS ECS)/1. 12.1 - Introduction to AWS.vtt3.24 KB
12. Deploying to IaaS (AWS ECS)/10. 12.9 - Uploading Images to the Elastic Container Registry (ECR).mp449.77 MB
12. Deploying to IaaS (AWS ECS)/10. 12.9 - Uploading Images to the Elastic Container Registry (ECR).vtt4.19 KB
12. Deploying to IaaS (AWS ECS)/10.1 Section12.9_Notes.pdf.pdf72.4 KB
12. Deploying to IaaS (AWS ECS)/11. 12.10 - Creating the ECS Cluster with Fargate Launch Method.mp438.12 MB
12. Deploying to IaaS (AWS ECS)/11. 12.10 - Creating the ECS Cluster with Fargate Launch Method.vtt3.77 KB
12. Deploying to IaaS (AWS ECS)/11.1 Section12.10_Notes.pdf.pdf56.88 KB
12. Deploying to IaaS (AWS ECS)/12. 12.11 - Creating the ECS Cluster with the EC2 Launch Method.mp459.91 MB
12. Deploying to IaaS (AWS ECS)/12. 12.11 - Creating the ECS Cluster with the EC2 Launch Method.vtt6.38 KB
12. Deploying to IaaS (AWS ECS)/12.1 Section12.11_Notes.pdf.pdf57.46 KB
12. Deploying to IaaS (AWS ECS)/13. 12.12 - Updating the Cluster Containers.mp430.97 MB
12. Deploying to IaaS (AWS ECS)/13. 12.12 - Updating the Cluster Containers.vtt3.52 KB
12. Deploying to IaaS (AWS ECS)/13.1 Section12.12_Notes.pdf.pdf67.45 KB
12. Deploying to IaaS (AWS ECS)/14. 12.13 - Tearing down the ECS Cluster.mp46.96 MB
12. Deploying to IaaS (AWS ECS)/14. 12.13 - Tearing down the ECS Cluster.vtt740 B
12. Deploying to IaaS (AWS ECS)/14.1 Section12.13_Notes.pdf.pdf60.11 KB
12. Deploying to IaaS (AWS ECS)/15. 12.14 - Deploying to ECS via the CI pipeline.mp423.54 MB
12. Deploying to IaaS (AWS ECS)/15. 12.14 - Deploying to ECS via the CI pipeline.vtt2.6 KB
12. Deploying to IaaS (AWS ECS)/15.1 Section12.14_Notes.pdf.pdf64.16 KB
12. Deploying to IaaS (AWS ECS)/16. 12.15 - Wrap Up.mp48.97 MB
12. Deploying to IaaS (AWS ECS)/16. 12.15 - Wrap Up.vtt1.88 KB
12. Deploying to IaaS (AWS ECS)/16.1 Section12.15_Notes.pdf.pdf56.57 KB
12. Deploying to IaaS (AWS ECS)/2. 12.2 - AWS Costs and Caution.mp425.46 MB
12. Deploying to IaaS (AWS ECS)/2. 12.2 - AWS Costs and Caution.vtt2.36 KB
12. Deploying to IaaS (AWS ECS)/2.1 Section12.2_Notes.pdf.pdf74.73 KB
12. Deploying to IaaS (AWS ECS)/3. 12.3a - Intro to AWS ECS.mp422.79 MB
12. Deploying to IaaS (AWS ECS)/3. 12.3a - Intro to AWS ECS.vtt4.5 KB
12. Deploying to IaaS (AWS ECS)/3.1 Section12.3_Notes.pdf.pdf55.14 KB
12. Deploying to IaaS (AWS ECS)/4. 12.3b - Container Orchestration Options Kubernetes, ECS, Docker Swarm.mp423.79 MB
12. Deploying to IaaS (AWS ECS)/4. 12.3b - Container Orchestration Options Kubernetes, ECS, Docker Swarm.vtt3.58 KB
12. Deploying to IaaS (AWS ECS)/4.1 Section12.3_Notes.pdf.pdf55.14 KB
12. Deploying to IaaS (AWS ECS)/5. 12.4 - Create an AWS Account.mp44.9 MB
12. Deploying to IaaS (AWS ECS)/5. 12.4 - Create an AWS Account.vtt603 B
12. Deploying to IaaS (AWS ECS)/5.1 Section12.4_Notes.pdf.pdf53.55 KB
12. Deploying to IaaS (AWS ECS)/6. 12.5 - Setting Permissions with IAM.mp423.21 MB
12. Deploying to IaaS (AWS ECS)/6. 12.5 - Setting Permissions with IAM.vtt3.01 KB
12. Deploying to IaaS (AWS ECS)/6.1 Section12.5_Notes.pdf.pdf57.91 KB
12. Deploying to IaaS (AWS ECS)/7. 12.6 - Installing the AWS CLI.mp428.93 MB
12. Deploying to IaaS (AWS ECS)/7. 12.6 - Installing the AWS CLI.vtt2.31 KB
12. Deploying to IaaS (AWS ECS)/7.1 Section12.6_Notes.pdf.pdf56.92 KB
12. Deploying to IaaS (AWS ECS)/8. 12.7 - Configuring the AWS CLI.mp420.84 MB
12. Deploying to IaaS (AWS ECS)/8. 12.7 - Configuring the AWS CLI.vtt2.75 KB
12. Deploying to IaaS (AWS ECS)/8.1 Section12.7_Notes.pdf.pdf83.02 KB
12. Deploying to IaaS (AWS ECS)/9. 12.8 - Intro the Elastic Container Registry (ECR).mp49.37 MB
12. Deploying to IaaS (AWS ECS)/9. 12.8 - Intro the Elastic Container Registry (ECR).vtt1.18 KB
12. Deploying to IaaS (AWS ECS)/9.1 Section12.8_Notes.pdf.pdf55.26 KB
13. A Deep Learning Model with Big Data/1. Challenges of using Big Data in Machine Learning.mp415.3 MB
13. A Deep Learning Model with Big Data/1. Challenges of using Big Data in Machine Learning.vtt2.42 KB
13. A Deep Learning Model with Big Data/10. 13.10 - Additional Considerations and Wrap Up.mp420.76 MB
13. A Deep Learning Model with Big Data/10. 13.10 - Additional Considerations and Wrap Up.vtt3.11 KB

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