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[FTUForum.com] [UDEMY] Deployment of Machine Learning Models [FTU]
大小 3.65 GB
文件数 304
Info Hash: 3B823B10B12DF325CF7A086BE6F52A79802FD8C0
收录时间 2026-01-05 03:07:33
更新时间 2026-01-05 03:39:24
文件列表 (304)
10. Deploying to a PaaS (Heroku) without Containers/1. 10.1 - Introduction.mp4
26.9 MB
10. Deploying to a PaaS (Heroku) without Containers/1. 10.1 - Introduction.vtt
4.42 KB
10. Deploying to a PaaS (Heroku) without Containers/1.1 Section10.1_Notes.pdf.pdf
76.7 KB
10. Deploying to a PaaS (Heroku) without Containers/2. 10.2 - Heroku Account Creation.mp4
20.91 MB
10. Deploying to a PaaS (Heroku) without Containers/2. 10.2 - Heroku Account Creation.vtt
2.27 KB
10. Deploying to a PaaS (Heroku) without Containers/2.1 Section10.2_Notes.pdf.pdf
61.43 KB
10. Deploying to a PaaS (Heroku) without Containers/3. 10.3 - Heroku Config.mp4
32.22 MB
10. Deploying to a PaaS (Heroku) without Containers/3. 10.3 - Heroku Config.vtt
4.84 KB
10. Deploying to a PaaS (Heroku) without Containers/3.1 Section10.3_Notes.pdf.pdf
68.97 KB
10. Deploying to a PaaS (Heroku) without Containers/4. 10.4 - Testing the Deployment Manually.mp4
12.35 MB
10. Deploying to a PaaS (Heroku) without Containers/4. 10.4 - Testing the Deployment Manually.vtt
1.6 KB
10. Deploying to a PaaS (Heroku) without Containers/4.1 Section10.4_Notes.pdf.pdf
69.77 KB
10. Deploying to a PaaS (Heroku) without Containers/5. 10.5 - Deploying to Heroku via CI.mp4
29.07 MB
10. Deploying to a PaaS (Heroku) without Containers/5. 10.5 - Deploying to Heroku via CI.vtt
3.71 KB
10. Deploying to a PaaS (Heroku) without Containers/5.1 Section10.5_Notes.pdf.pdf
67.87 KB
10. Deploying to a PaaS (Heroku) without Containers/6. 10.6 - Wrap Up.mp4
13.51 MB
10. Deploying to a PaaS (Heroku) without Containers/6. 10.6 - Wrap Up.vtt
2.12 KB
10. Deploying to a PaaS (Heroku) without Containers/6.1 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
21.6 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
58.5 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)/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
72.4 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)/1. 12.1 - Introduction to AWS.mp4
18.7 MB
12. Deploying to IaaS (AWS ECS)/1. 12.1 - Introduction to AWS.vtt
3.24 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
2.6 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
4.5 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
4.9 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 Data/10. 13.10 - Additional Considerations and Wrap Up.mp4
20.76 MB
13. A Deep Learning Model with Big Data/10. 13.10 - Additional Considerations and Wrap Up.vtt
3.11 KB
13. A Deep Learning Model with Big Data/10.1 Section13.10_Notes.pdf.pdf
60.05 KB
13. A Deep Learning Model with Big Data/1. Challenges of using Big Data in Machine Learning.mp4
15.3 MB
13. A Deep Learning Model with Big Data/1. Challenges of using Big Data in Machine Learning.vtt
2.42 KB
13. A Deep Learning Model with Big Data/2. Introduction to a Large Dataset - Plant Seedlings Images.mp4
16.65 MB
13. A Deep Learning Model with Big Data/2. Introduction to a Large Dataset - Plant Seedlings Images.vtt
1.95 KB
13. A Deep Learning Model with Big Data/3.1 CNN_Analysis_and Model.zip.zip
1.52 MB
13. A Deep Learning Model with Big Data/3. Building a CNN in the Research Environment.mp4
88.8 MB
13. A Deep Learning Model with Big Data/3. Building a CNN in the Research Environment.vtt
10.3 KB
13. A Deep Learning Model with Big Data/4.1 CNNProdCode.zip.zip
4.7 KB
13. A Deep Learning Model with Big Data/4. Production Code for a CNN Learning Pipeline.mp4
79.51 MB
13. A Deep Learning Model with Big Data/4. Production Code for a CNN Learning Pipeline.vtt
9.13 KB
13. A Deep Learning Model with Big Data/5. Reproducibility in Neural Networks.mp4
17.02 MB
13. A Deep Learning Model with Big Data/5. Reproducibility in Neural Networks.vtt
3.73 KB
13. A Deep Learning Model with Big Data/6. Setting the Seed for Keras.html
3.63 KB
13. A Deep Learning Model with Big Data/7. Seed for Neural Networks - Additional reading resources.html
397 B
13. A Deep Learning Model with Big Data/8. 13.8 - Packaging the CNN.mp4
71.88 MB
13. A Deep Learning Model with Big Data/8. 13.8 - Packaging the CNN.vtt
6.14 KB
13. A Deep Learning Model with Big Data/8.1 Section13.8_Notes.pdf.pdf
71.6 KB
13. A Deep Learning Model with Big Data/9. 13.9 - Adding the CNN to the API.mp4
41.32 MB
13. A Deep Learning Model with Big Data/9. 13.9 - Adding the CNN to the API.vtt
3.94 KB
13. A Deep Learning Model with Big Data/9.1 Section13.9_Notes.pdf.pdf
53.21 KB
14. Common Issues found during deployment/1.1 Troubleshooting.pdf.pdf
223.37 KB
14. Common Issues found during deployment/1. Troubleshooting.html
105 B
15. Final Section/1. Bonus Discount for other courses.html
814 B
1. Introduction/1. Introduction to the course.mp4
37.59 MB
1. Introduction/1. Introduction to the course.vtt
7.65 KB
1. Introduction/2. Course curriculum overview.mp4
48.21 MB
1. Introduction/2. Course curriculum overview.vtt
9.23 KB
1. Introduction/3. Knowledge requirements.mp4
17.17 MB
1. Introduction/3. Knowledge requirements.vtt
4.38 KB
1. Introduction/4. How to Approach this course.html
3.29 KB
1. Introduction/5. Guide to Setting up your Computer.html
3.92 KB
1. Introduction/6.1 DMLM_Slides.zip.zip
13.4 MB
1. Introduction/6. Slides covered in this course.html
92 B
1. Introduction/7.1 DMLM_Notes.zip.zip
1.53 MB
1. Introduction/7. Notes covered in this course.html
91 B
1. Introduction/8. FAQ Where can I learn more about the required skills.html
1.01 KB
2. Machine Learning Pipeline - Research Environment/10. Getting Ready for Deployment - Demo.mp4
67.84 MB
2. Machine Learning Pipeline - Research Environment/10. Getting Ready for Deployment - Demo.vtt
8.96 KB
2. Machine Learning Pipeline - Research Environment/11. Bonus Machine Learning Pipeline Additional Resources.mp4
25.43 MB
2. Machine Learning Pipeline - Research Environment/11. Bonus Machine Learning Pipeline Additional Resources.vtt
2.54 KB
2. Machine Learning Pipeline - Research Environment/12. Randomness in Machine Learning - Setting the Seed.html
2.52 KB
2. Machine Learning Pipeline - Research Environment/13. Randomness in Machine Learning - Additional reading resources.html
522 B
2. Machine Learning Pipeline - Research Environment/14. FAQ Where can I learn more about the pipeline steps.html
623 B
2. Machine Learning Pipeline - Research Environment/1. Machine Learning Pipeline Overview.mp4
60.54 MB
2. Machine Learning Pipeline - Research Environment/1. Machine Learning Pipeline Overview.vtt
8.79 KB
2. Machine Learning Pipeline - Research Environment/2. Machine Learning Pipeline Feature Engineering.mp4
57.72 MB
2. Machine Learning Pipeline - Research Environment/2. Machine Learning Pipeline Feature Engineering.vtt
9.31 KB
2. Machine Learning Pipeline - Research Environment/3. Machine Learning Pipeline Feature Selection.mp4
48.42 MB
2. Machine Learning Pipeline - Research Environment/3. Machine Learning Pipeline Feature Selection.vtt
11.21 KB
2. Machine Learning Pipeline - Research Environment/4. Machine Learning Pipeline Model Building.mp4
17.81 MB
2. Machine Learning Pipeline - Research Environment/4. Machine Learning Pipeline Model Building.vtt
3.5 KB
2. Machine Learning Pipeline - Research Environment/5.1 MLPipeline-Notebooks.zip.zip
1.15 MB
2. Machine Learning Pipeline - Research Environment/5. Jupyter notebooks covered in this section.html
93 B
2. Machine Learning Pipeline - Research Environment/6. Data Analysis - Demo.mp4
135.44 MB
2. Machine Learning Pipeline - Research Environment/6. Data Analysis - Demo.vtt
21.32 KB
2. Machine Learning Pipeline - Research Environment/7. Feature Engineering - Demo.mp4
98.16 MB
2. Machine Learning Pipeline - Research Environment/7. Feature Engineering - Demo.vtt
14.08 KB
2. Machine Learning Pipeline - Research Environment/8. Feature Selection - Demo.mp4
35.38 MB
2. Machine Learning Pipeline - Research Environment/8. Feature Selection - Demo.vtt
4.14 KB
2. Machine Learning Pipeline - Research Environment/9. Model Building - Demo.mp4
34.1 MB
2. Machine Learning Pipeline - Research Environment/9. Model Building - Demo.vtt
5.15 KB
3. Machine Learning System Architecture/1. Machine Learning System Architecture and Why it Matters.mp4
10.9 MB
3. Machine Learning System Architecture/1. Machine Learning System Architecture and Why it Matters.vtt
2.22 KB
3. Machine Learning System Architecture/2. Specific Challenges of Machine Learning Systems.mp4
39.06 MB
3. Machine Learning System Architecture/2. Specific Challenges of Machine Learning Systems.vtt
6.71 KB
3. Machine Learning System Architecture/3.1 Section3.3_Notes.pdf.pdf
70.97 KB
3. Machine Learning System Architecture/3. Machine Learning System Approaches.mp4
30.02 MB
3. Machine Learning System Architecture/3. Machine Learning System Approaches.vtt
5.17 KB
3. Machine Learning System Architecture/4.1 Section3.4_Notes.pdf.pdf
78.83 KB
3. Machine Learning System Architecture/4. Machine Learning System Component Breakdown.mp4
29.51 MB
3. Machine Learning System Architecture/4. Machine Learning System Component Breakdown.vtt
6.06 KB
3. Machine Learning System Architecture/5. Building a Reproducible Machine Learning Pipeline.mp4
77.09 MB
3. Machine Learning System Architecture/5. Building a Reproducible Machine Learning Pipeline.vtt
12.67 KB
3. Machine Learning System Architecture/6. Additional Reading Resources.html
1.05 KB
4. Building a Reproducible Machine Learning Pipeline/10. Bonus Resources to Improve as a Python Developer.html
1.1 KB
4. Building a Reproducible Machine Learning Pipeline/1. Production Code overview.mp4
19.22 MB
4. Building a Reproducible Machine Learning Pipeline/1. Production Code overview.vtt
3.28 KB
4. Building a Reproducible Machine Learning Pipeline/2.1 ProceduralPrograming.zip.zip
2.7 KB
4. Building a Reproducible Machine Learning Pipeline/2. Procedural Programming Pipeline.mp4
86.19 MB
4. Building a Reproducible Machine Learning Pipeline/2. Procedural Programming Pipeline.vtt
12.68 KB
4. Building a Reproducible Machine Learning Pipeline/3.1 CustomPipeline.zip.zip
2.76 KB
4. Building a Reproducible Machine Learning Pipeline/3. Designing a Custom Pipeline.mp4
152.88 MB
4. Building a Reproducible Machine Learning Pipeline/3. Designing a Custom Pipeline.vtt
19.81 KB
4. Building a Reproducible Machine Learning Pipeline/4. Leveraging a Third Party Pipeline Scikit-Learn.mp4
56.67 MB
4. Building a Reproducible Machine Learning Pipeline/4. Leveraging a Third Party Pipeline Scikit-Learn.vtt
9.59 KB
4. Building a Reproducible Machine Learning Pipeline/5.1 preprocessors.py.py
5.54 KB
4. Building a Reproducible Machine Learning Pipeline/5. Third Party Pipeline Create Scikit-Learn compatible Feature Transformers.mp4
84.34 MB
4. Building a Reproducible Machine Learning Pipeline/5. Third Party Pipeline Create Scikit-Learn compatible Feature Transformers.vtt
13.81 KB
4. Building a Reproducible Machine Learning Pipeline/6. Third Party Pipeline Closing Remarks.mp4
9.97 MB
4. Building a Reproducible Machine Learning Pipeline/6. Third Party Pipeline Closing Remarks.vtt
2.32 KB
4. Building a Reproducible Machine Learning Pipeline/7. Scikit-Learn Pipeline - Code.html
1.85 KB
4. Building a Reproducible Machine Learning Pipeline/8. Bonus Should feature selection be part of the pipeline.mp4
28.84 MB
4. Building a Reproducible Machine Learning Pipeline/8. Bonus Should feature selection be part of the pipeline.vtt
6.84 KB
4. Building a Reproducible Machine Learning Pipeline/9. Bonus Additional Resources on Scikit-Learn.html
1.39 KB
5. Course Setup and Key Tools/10.1 Section5.5c_Notes.pdf.pdf
73.76 KB
5. Course Setup and Key Tools/10. Section5.5c - Requirements files Introduction.mp4
9.55 MB
5. Course Setup and Key Tools/10. Section5.5c - Requirements files Introduction.vtt
2.22 KB
5. Course Setup and Key Tools/11.1 Section5.5_Notes.pdf.pdf
83.84 KB
5. Course Setup and Key Tools/11. Section5.5d - Virtualenv refresher.mp4
25.36 MB
5. Course Setup and Key Tools/11. Section5.5d - Virtualenv refresher.vtt
2.83 KB
5. Course Setup and Key Tools/12.1 Section5.6_Notes.pdf.pdf
84.88 KB
5. Course Setup and Key Tools/12. Section 5.6 - Text Editors IDEs.mp4
12.39 MB
5. Course Setup and Key Tools/12. Section 5.6 - Text Editors IDEs.vtt
1.58 KB
5. Course Setup and Key Tools/13.1 Section5.7_Notes.pdf.pdf
88.86 KB
5. Course Setup and Key Tools/13. Section 5.7 - Engineering and Python Best Practices.mp4
31.4 MB
5. Course Setup and Key Tools/13. Section 5.7 - Engineering and Python Best Practices.vtt
5.96 KB
5. Course Setup and Key Tools/14. Section 5.8 - Wrap Up.mp4
6.02 MB
5. Course Setup and Key Tools/14. Section 5.8 - Wrap Up.vtt
1.28 KB
5. Course Setup and Key Tools/1. Section 5.1 - Introduction.mp4
15.94 MB
5. Course Setup and Key Tools/1. Section 5.1 - Introduction.vtt
2.04 KB
5. Course Setup and Key Tools/2.1 Section5.2_Notes.pdf.pdf
96.47 KB
5. Course Setup and Key Tools/2. Section 5.2 - Installing and Configuring Git.mp4
27.83 MB
5. Course Setup and Key Tools/2. Section 5.2 - Installing and Configuring Git.vtt
3.15 KB
5. Course Setup and Key Tools/3.1 Section5.3a_Notes.pdf.pdf
85.5 KB
5. Course Setup and Key Tools/3. Section 5.3 - How to Use the Course Resources, Monorepos + Git Refresher.mp4
37.81 MB
5. Course Setup and Key Tools/3. Section 5.3 - How to Use the Course Resources, Monorepos + Git Refresher.vtt
3.24 KB
5. Course Setup and Key Tools/4.1 Section5.3b_Notes.pdf.pdf
99.64 KB
5. Course Setup and Key Tools/4. Section5.3b - Opening Pull Requests.mp4
36.17 MB
5. Course Setup and Key Tools/4. Section5.3b - Opening Pull Requests.vtt
3 KB
5. Course Setup and Key Tools/5.1 Section5.3c_Notes.pdf.pdf
53.92 KB
5. Course Setup and Key Tools/5. Section5.3c - Primer on Monorepos.mp4
18.35 MB
5. Course Setup and Key Tools/5. Section5.3c - Primer on Monorepos.vtt
2.11 KB
5. Course Setup and Key Tools/6.1 Section5.4_Notes.pdf.pdf
64.46 KB
5. Course Setup and Key Tools/6. Section 5.4a - Operating System Differences and Gotchas.mp4
8.21 MB
5. Course Setup and Key Tools/6. Section 5.4a - Operating System Differences and Gotchas.vtt
1.77 KB
5. Course Setup and Key Tools/7.1 Section5.4_Notes.pdf.pdf
64.46 KB
5. Course Setup and Key Tools/7. Section 5.4b - System Path and Pythonpath Demo.mp4
21.83 MB
5. Course Setup and Key Tools/7. Section 5.4b - System Path and Pythonpath Demo.vtt
2.64 KB
5. Course Setup and Key Tools/8. Section 5.5a - Quick Word for More Advanced Students.mp4
8.2 MB
5. Course Setup and Key Tools/8. Section 5.5a - Quick Word for More Advanced Students.vtt
768 B
5. Course Setup and Key Tools/9.1 Section5.5b_Notes.pdf.pdf
92.2 KB
5. Course Setup and Key Tools/9. Section5.5b - Virtualenv Introduction.mp4
79.34 MB
5. Course Setup and Key Tools/9. Section5.5b - Virtualenv Introduction.vtt
6.93 KB
6. Creating a Machine Learning Pipeline Application/10. 6.9 - Wrap Up.mp4
13.25 MB
6. Creating a Machine Learning Pipeline Application/10. 6.9 - Wrap Up.vtt
2.3 KB
6. Creating a Machine Learning Pipeline Application/1. 6.1 - Introduction.mp4
14.28 MB
6. Creating a Machine Learning Pipeline Application/1. 6.1 - Introduction.vtt
2.22 KB
6. Creating a Machine Learning Pipeline Application/2. 6.2 - Training the Model.mp4
46.22 MB
6. Creating a Machine Learning Pipeline Application/2. 6.2 - Training the Model.vtt
5.27 KB
6. Creating a Machine Learning Pipeline Application/3.1 Section6.3_Notes.pdf.pdf
75.41 KB
6. Creating a Machine Learning Pipeline Application/3. 6.3 - Connecting the Pipeline.mp4
45.35 MB
6. Creating a Machine Learning Pipeline Application/3. 6.3 - Connecting the Pipeline.vtt
4.04 KB
6. Creating a Machine Learning Pipeline Application/4.1 Section6.4_Notes.pdf.pdf
98.75 KB
6. Creating a Machine Learning Pipeline Application/4. 6.4a - Gotchas.html
1.18 KB
6. Creating a Machine Learning Pipeline Application/5.1 Section6.4_Notes.pdf.pdf
98.75 KB
6. Creating a Machine Learning Pipeline Application/5. 6.4 - Making Predictions with the Model.mp4
44.75 MB
6. Creating a Machine Learning Pipeline Application/5. 6.4 - Making Predictions with the Model.vtt
4.82 KB
6. Creating a Machine Learning Pipeline Application/6.1 Section6.5_Notes.pdf.pdf
79.27 KB
6. Creating a Machine Learning Pipeline Application/6. 6.5 - Data Validation in the Model Package.mp4
32.49 MB
6. Creating a Machine Learning Pipeline Application/6. 6.5 - Data Validation in the Model Package.vtt
3.13 KB
6. Creating a Machine Learning Pipeline Application/7.1 Section6.6_Notes.pdf.pdf
78.92 KB
6. Creating a Machine Learning Pipeline Application/7. 6.6 - Feature Engineering in the Pipeline.mp4
26.21 MB
6. Creating a Machine Learning Pipeline Application/7. 6.6 - Feature Engineering in the Pipeline.vtt
2.53 KB
6. Creating a Machine Learning Pipeline Application/8.1 Section6.7_Notes.pdf.pdf
81.28 KB
6. Creating a Machine Learning Pipeline Application/8. 6.7 - Versioning and Logging.mp4
70.44 MB
6. Creating a Machine Learning Pipeline Application/8. 6.7 - Versioning and Logging.vtt
7.02 KB
6. Creating a Machine Learning Pipeline Application/9.1 Section6.8_Notes.pdf.pdf
85.98 KB
6. Creating a Machine Learning Pipeline Application/9. 6.8 - Building the Package.mp4
75.89 MB
6. Creating a Machine Learning Pipeline Application/9. 6.8 - Building the Package.vtt
7.26 KB
7. Serving the model via REST API/1.1 Section7.1_Notes.pdf.pdf
63.39 KB
7. Serving the model via REST API/1. 7.1 - Introduction.mp4
25.05 MB
7. Serving the model via REST API/1. 7.1 - Introduction.vtt
3.73 KB
7. Serving the model via REST API/2.1 Section7.2_Notes.pdf.pdf
146.29 KB
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7. Serving the model via REST API/7. 7.6 - API Schema Validation.mp4
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