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File List
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.mp4 45.92 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.mp4 40.51 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.mp4 40.20 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.mp4 37.35 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.mp4 36.48 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.mp4 35.23 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.mp4 34.13 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.mp4 33.25 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.mp4 32.84 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/004. 2.3 Learn the OWASP 10 top security risks.mp4 30.87 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.mp4 30.58 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.mp4 29.95 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.mp4 29.68 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.mp4 28.88 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/003. 2.2 Create ETL pipelines to compile the data.mp4 28.54 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.mp4 27.13 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/002. 3.1 Use common Python libraries.mp4 26.37 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.mp4 25.29 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.mp4 24.73 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.mp4 24.46 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.mp4 24.34 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.mp4 24.17 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.mp4 23.46 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.mp4 23.18 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.mp4 21.49 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.mp4 21.40 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.mp4 20.77 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.mp4 20.23 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.mp4 19.32 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.mp4 18.46 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/002. 1.1 Gather the data.mp4 16.11 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/006. 1.5 Evaluate the model.mp4 15.96 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/005. 2.4 Understand how attackers gain unauthorized access to apps.mp4 15.95 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.mp4 15.48 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.mp4 15.38 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.mp4 15.18 MB
02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.mp4 14.92 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/009. 1.8 Monitor the model.mp4 14.80 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.mp4 14.66 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.mp4 14.14 MB
01 Learn MLOps for Machine Learning/Introduction/001. Introduction.mp4 13.99 MB
02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.mp4 13.90 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.mp4 13.82 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.mp4 13.75 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.mp4 13.35 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.mp4 13.32 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.mp4 13.08 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.mp4 12.78 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.mp4 12.65 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.mp4 12.60 MB