DevOps Tools and Principles Video Collection | 1644FA56CCCF4717D7D325CE2015110AF8B5F89A

DevOps Tools and Principles Video Collection

Name	DevOps Tools and Principles (Video Collection)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.3 GB
Total Files	136
Hash	1644FA56CCCF4717D7D325CE2015110AF8B5F89A

/.../Lesson 3 DevSecOps Tools/
005. 3.4 Use DAST tools.mp4	47.0 MB
001. Learning objectives.en.srt	1.2 KB
001. Learning objectives.mp4	5.7 MB
002. 3.1 Learn about SAST.en.srt	11.6 KB
002. 3.1 Learn about SAST.mp4	18.9 MB
003. 3.2 Use SAST tools.en.srt	15.4 KB
003. 3.2 Use SAST tools.mp4	36.1 MB
004. 3.3 Learn about DAST.en.srt	13.8 KB
004. 3.3 Learn about DAST.mp4	21.9 MB
005. 3.4 Use DAST tools.en.srt	15.8 KB
006. 3.5 Learn about IAST.en.srt	12.1 KB
006. 3.5 Learn about IAST.mp4	20.7 MB
007. 3.6 Use IAST tools.en.srt	15.5 KB
007. 3.6 Use IAST tools.mp4	33.6 MB
008. 3.7 Learn about OAST.en.srt	13.3 KB
008. 3.7 Learn about OAST.mp4	21.3 MB
009. 3.8 Use OAST tools.en.srt	16.4 KB
009. 3.8 Use OAST tools.mp4	35.0 MB
/Introduction/
001. Introduction.mp4	14.3 MB
001. Introduction.en.srt	3.0 KB
/.../Lesson 1 Learning the MLOps Pipeline/
001. Learning objectives.en.srt	1.0 KB
001. Learning objectives.mp4	5.1 MB
002. 1.1 Gather the data.en.srt	10.1 KB
002. 1.1 Gather the data.mp4	16.5 MB
003. 1.2 Analyze the data.en.srt	9.8 KB
003. 1.2 Analyze the data.mp4	15.9 MB
004. 1.3 Prepare the data.en.srt	9.6 KB
004. 1.3 Prepare the data.mp4	14.5 MB
005. 1.4 Train a model.en.srt	9.7 KB
005. 1.4 Train a model.mp4	15.5 MB
006. 1.5 Evaluate the model.en.srt	10.1 KB
006. 1.5 Evaluate the model.mp4	16.3 MB
007. 1.6 Validate the model.en.srt	8.4 KB
007. 1.6 Validate the model.mp4	13.4 MB
008. 1.7 Deploy the model.en.srt	9.6 KB
008. 1.7 Deploy the model.mp4	15.7 MB
009. 1.8 Monitor the model.en.srt	9.8 KB
009. 1.8 Monitor the model.mp4	15.2 MB
/.../Lesson 2 Handling the Data/
001. Learning objectives.en.srt	0.9 KB
001. Learning objectives.mp4	5.0 MB
002. 2.1 Determine what the data sources are.en.srt	6.2 KB
002. 2.1 Determine what the data sources are.mp4	11.0 MB
003. 2.2 Create ETL pipelines to compile the data.en.srt	12.4 KB
003. 2.2 Create ETL pipelines to compile the data.mp4	29.2 MB
004. 2.3 Understand the data schema with respect to the model.en.srt	7.2 KB
004. 2.3 Understand the data schema with respect to the model.mp4	12.7 MB
005. 2.4 Identify data that can be used for the model.en.srt	6.0 KB
005. 2.4 Identify data that can be used for the model.mp4	10.3 MB
006. 2.5 Perform feature engineering.en.srt	13.1 KB
006. 2.5 Perform feature engineering.mp4	25.3 MB
007. 2.6 Version the data with DVC.en.srt	17.0 KB
007. 2.6 Version the data with DVC.mp4	34.1 MB
008. 2.7 Make multiple data sets.en.srt	5.3 KB
008. 2.7 Make multiple data sets.mp4	9.0 MB
009. 2.8 MLOps best practices for data.en.srt	6.8 KB
009. 2.8 MLOps best practices for data.mp4	12.1 MB
/.../Lesson 3 Creating a Model/
001. Learning objectives.en.srt	0.7 KB
001. Learning objectives.mp4	3.7 MB
002. 3.1 Use common Python libraries.en.srt	13.2 KB
002. 3.1 Use common Python libraries.mp4	27.0 MB
003. 3.2 Code versioning with Git.en.srt	12.1 KB
003. 3.2 Code versioning with Git.mp4	25.0 MB
004. 3.3 Perform hyperparameter tuning.en.srt	13.1 KB
004. 3.3 Perform hyperparameter tuning.mp4	31.3 MB
005. 3.4 Track experiments with MLFlow.en.srt	12.1 KB
005. 3.4 Track experiments with MLFlow.mp4	30.7 MB
006. 3.5 Track experiments with DVC.en.srt	12.6 KB
006. 3.5 Track experiments with DVC.mp4	37.4 MB
007. 3.6 Evaluate the models.en.srt	12.6 KB
007. 3.6 Evaluate the models.mp4	24.0 MB
/.../Lesson 4 Working with Production Models/
001. Learning objectives.en.srt	0.7 KB
001. Learning objectives.mp4	3.9 MB
002. 4.1 Decide the best deployment method.en.srt	13.1 KB
002. 4.1 Decide the best deployment method.mp4	24.9 MB
003. 4.2 Test on pre-production environments.en.srt	12.8 KB
003. 4.2 Test on pre-production environments.mp4	27.8 MB
004. 4.3 Deploy to production.en.srt	6.5 KB
004. 4.3 Deploy to production.mp4	13.7 MB
005. 4.4 Monitor the model for drift.en.srt	12.0 KB
005. 4.4 Monitor the model for drift.mp4	30.4 MB
006. 4.5 Validate the pipeline flow.en.srt	14.5 KB
006. 4.5 Validate the pipeline flow.mp4	25.9 MB
007. 4.6 Automation points in MLOps.en.srt	12.1 KB
007. 4.6 Automation points in MLOps.mp4	19.8 MB
008. 4.7 Set up redeploy pipeline.en.srt	4.7 KB
008. 4.7 Set up redeploy pipeline.mp4	7.8 MB
/Summary/
001. Learn MLOps for Machine Learning Summary.en.srt	2.3 KB
001. Learn MLOps for Machine Learning Summary.mp4	11.4 MB
/Introduction/
001. Securing Your DevOps Pipelines Introduction.en.srt	3.6 KB
001. Securing Your DevOps Pipelines Introduction.mp4	15.3 MB
/.../Lesson 1 Background on DevOps/
001. Learning objectives.en.srt	1.3 KB
001. Learning objectives.mp4	5.4 MB
002. 1.1 Understand where DevOps came from.en.srt	7.9 KB
002. 1.1 Understand where DevOps came from.mp4	13.6 MB
003. 1.2 Learn how DevOps works.en.srt	12.2 KB
003. 1.2 Learn how DevOps works.mp4	23.7 MB
004. 1.3 DevOps versus Waterfall.en.srt	14.3 KB
004. 1.3 DevOps versus Waterfall.mp4	22.0 MB
/.../Lesson 2 Security in DevOps or DevSecOps/
001. Learning objectives.en.srt	1.0 KB
001. Learning objectives.mp4	4.7 MB
002. 2.1 Show where security comes in.en.srt	7.4 KB
002. 2.1 Show where security comes in.mp4	13.0 MB
003. 2.2 Learn how issues get to production.en.srt	8.0 KB
003. 2.2 Learn how issues get to production.mp4	15.0 MB
004. 2.3 Learn the OWASP 10 top security risks.en.srt	14.3 KB
004. 2.3 Learn the OWASP 10 top security risks.mp4	31.6 MB
005. 2.4 Understand how attackers gain unauthorized access to apps.en.srt	7.1 KB
005. 2.4 Understand how attackers gain unauthorized access to apps.mp4	16.3 MB
006. 2.5 Learn the basics of DevSecOps.en.srt	6.3 KB
006. 2.5 Learn the basics of DevSecOps.mp4	14.1 MB
007. 2.6 Use DevSecOps to mitigate risks.en.srt	7.8 KB
007. 2.6 Use DevSecOps to mitigate risks.mp4	13.1 MB
/.../Lesson 4 Setting up a DevSecOps Pipeline/
001. Learning objectives.en.srt	1.1 KB
001. Learning objectives.mp4	4.8 MB
002. 4.1 Set up the project.en.srt	6.0 KB
002. 4.1 Set up the project.mp4	11.1 MB
003. 4.2 Set up CircleCI.en.srt	4.9 KB
003. 4.2 Set up CircleCI.mp4	12.9 MB
004. 4.3 Write the CircleCI config.en.srt	11.7 KB
004. 4.3 Write the CircleCI config.mp4	24.8 MB
005. 4.4 Break down the pipeline steps.en.srt	12.2 KB
005. 4.4 Break down the pipeline steps.mp4	38.2 MB
006. 4.5 Add security to each step.en.srt	13.2 KB
006. 4.5 Add security to each step.mp4	41.2 MB
/.../Lesson 5 Final Security Checks/
001. Learning objectives.en.srt	0.9 KB
001. Learning objectives.mp4	4.1 MB
002. 5.1 Learn how pen-testing works.en.srt	8.0 KB
002. 5.1 Learn how pen-testing works.mp4	14.2 MB
003. 5.2 Use Kali Linux tools.en.srt	13.3 KB
003. 5.2 Use Kali Linux tools.mp4	41.5 MB
004. 5.3 Use bug bounties.en.srt	7.0 KB
004. 5.3 Use bug bounties.mp4	10.6 MB
005. 5.4 Perform compliance audits.en.srt	20.1 KB
005. 5.4 Perform compliance audits.mp4	29.6 MB
/Summary/
001. Securing Your DevOps Pipelines Summary.en.srt	3.4 KB
001. Securing Your DevOps Pipelines Summary.mp4	14.2 MB
Total files 136