DevCourseWeb com Udemy Sustainable and Scalable Machine Learning Project Development

DevCourseWeb com Udemy Sustainable and Scalable Machine Learning Project Development

Name	[ DevCourseWeb.com ] Udemy - Sustainable and Scalable Machine Learning Project Development	DOWNLOAD Copy Link
Total Size	4.0 GB
Total Files	110
Last Seen	2024-07-05 23:51
Hash	6329C658ACBC0A0DD21519ADF9494749650A232C

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Course Introduction.mp4	75.2 MB
1. Course Introduction.srt	6.5 KB
2. Why This Course.mp4	17.8 MB
2. Why This Course.srt	7.0 KB
3. Why Too Many Companies Fail.mp4	20.0 MB
3.1 2020 state of enterprise machine learning.html	0.4 KB
3.2 Machine Learning Engineering.html	0.3 KB
3.3 MLOps - Motivation.html	0.1 KB
4. Why Too Many Companies Fail - Resources.html	0.7 KB
5. What This Course is NOT About.mp4	4.4 MB
6. Important Information.mp4	1.4 MB
7. Where to start.html	1.7 KB
/.../2. Git and Github Quickstart/
1. Git and Github Quickstart section introduction.mp4	1.7 MB
10. Reverting Your Changes Back.mp4	22.9 MB
11. Commit History.mp4	17.8 MB
12. Aliases.mp4	15.3 MB
13. Reverting Back to a Previous Commit.mp4	74.9 MB
14. Git Diff.mp4	12.9 MB
15. Branching and Merging.mp4	41.6 MB
16. Pull Request and Code Review.mp4	53.2 MB
17. Rebase.mp4	92.1 MB
18. Stashing.mp4	48.4 MB
19. Tagging.mp4	30.6 MB
2. Git and Github - What are they.mp4	1.8 MB
20. Cherry Pick.mp4	23.1 MB
21. Git and GitHub - Final Words.mp4	1.1 MB
3. Git Installation - Linux.mp4	20.5 MB
4. Git Installation - Windows.mp4	16.6 MB
5. Git Installation - MacOS.mp4	16.0 MB
6. Github - Account creation.mp4	29.3 MB
7. Adding an SSH key pair to GitHub account - Linux.mp4	28.6 MB
8. Adding an SSH key pair to GitHub Account - MacOS.mp4	50.5 MB
9. Git and GitHub - Basic workflow.mp4	85.0 MB
/3. Docker Quickstart/
1. Docker Quickstart section introduction.mp4	4.0 MB
10. Dockerfile.mp4	44.0 MB
11. More about Dockerfile.mp4	43.2 MB
12. Persistent Data In Docker.mp4	4.9 MB
13. Persistent Data In Docker - Volumes - Hands On.mp4	79.1 MB
14. Persistent Data in Docker - Bind Mounting - Hands On.mp4	17.2 MB
15. Docker Compose.mp4	16.7 MB
16. Dockerfile Best Practices.mp4	13.6 MB
2. What Is Docker and Why Do We Use It.mp4	7.6 MB
3. Installation - Linux.mp4	24.5 MB
4. Installation - Windows.mp4	35.8 MB
5. Installation - MacOS.mp4	12.4 MB
6. Docker Containers.mp4	10.7 MB
7. Docker Containers - Hands On.mp4	94.5 MB
8. Why Docker Is So Good.mp4	8.9 MB
9. Docker Images.mp4	25.0 MB
/4. DVC/
1. DVC - Section Introduciton.mp4	1.0 MB
2. Data Versioning.mp4	107.2 MB
3. Accessing Your Data.mp4	55.3 MB
4. Pipelines - Part 1.mp4	76.3 MB
5. Pipelines - Part 2.mp4	68.7 MB
6. Pipelines - Part 3.mp4	81.3 MB
7. Metrics And Experiments.mp4	8.0 MB
/5. Hydra/
1. Hydra - Section Introduction.mp4	5.7 MB
10. Debugging.mp4	18.0 MB
11. Tab Completion.mp4	10.8 MB
12. Structured Configs.mp4	7.0 MB
13. Structured Configs Basic Usage.mp4	26.1 MB
14. Hierarchical Static Configuration.mp4	22.4 MB
15. Config Groups in Structured Configs.mp4	28.4 MB
16. Defaults List in Structured Configs.mp4	17.9 MB
17. Structured Config Schema.mp4	54.5 MB
2. How to Use Hydra From Command-Line.mp4	17.3 MB
3. Specifying A Config File.mp4	16.6 MB
4. More About OmegaConf.mp4	91.6 MB
5. Grouping Config Files.mp4	42.3 MB
6. Selecting Default Configs.mp4	39.5 MB
7. Multirun.mp4	32.0 MB
8. Output And Working Directory.mp4	30.2 MB
9. Logging.mp4	25.5 MB
/.../6. Google Cloud Platform Quickstart/
1. Google Cloud Platform - Section Introduction.mp4	10.0 MB
2. How to Create An Account.mp4	16.8 MB
3. How to Create a Project.mp4	15.6 MB
4. gsutils and gcloud commands.mp4	23.4 MB
5. Google Cloud Storage (GCS) - Bucket Creation.mp4	33.8 MB
6. Google Cloud Storage (GCS) - Bucket Usage.mp4	43.8 MB
7. Google Compute Engine (GCE).mp4	74.7 MB
8. Google Compute Engine (GCE) - Quotas.mp4	30.4 MB
/7. Dask/
1. Dask - Section Introduction.mp4	17.2 MB
10. Deploying Clusters - Command Line.mp4	55.6 MB
11. Deploying Clusters - Python API.mp4	22.6 MB
2. Dask DataFrame.mp4	16.6 MB
3. Getting Started with Dask.mp4	84.1 MB
4. Creating and Storing Dask DataFrames.mp4	45.3 MB
5. Dask DataFrame - Best Practices.mp4	31.2 MB
6. Shuffling for GroupBy and Join.mp4	10.3 MB
7. Delayed.mp4	174.1 MB
8. Futures.mp4	97.4 MB
9. Scheduling.mp4	14.2 MB
/.../8. Data Versioning With DVC/
1. Prerequisites.html	0.4 KB
10. Setting Up Hydra Configuration.mp4	139.5 MB
11. How To Update Python Dependencies.mp4	75.7 MB
12. Data Versioning.mp4	140.3 MB
13. Data Versioning - Creating A New Version.mp4	84.9 MB
14. Data Versioning - Creating A New Version - Assignment.mp4	3.4 MB
15. Data Versioning - Creating A New Version - Assignment Solution.mp4	10.1 MB
16. Sorting - Formatting - Type Checking.mp4	101.5 MB
2. GitHub Repository Creation.mp4	44.3 MB
3. Specifying Python Dependencies.mp4	70.6 MB
4. Dockerfile Creation.mp4	115.8 MB
5. docker-compose File Creation.mp4	34.8 MB
6. Makefile Creation.mp4	67.8 MB
7. Datasets.mp4	63.6 MB
8. Initializing DVC.mp4	81.9 MB
9. Initializing DVC Storage.mp4	24.2 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 110