DevOps Tools and Principles (Video Collection)

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  • 02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.mp4 44.84 MB
    01 Learn MLOps for Machine Learning/Introduction/001. Introduction.mp4 13.66 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/001. Learning objectives.en.srt 962 B
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/001. Learning objectives.mp4 4.9 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/002. 1.1 Gather the data.en.srt 9.86 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/002. 1.1 Gather the data.mp4 15.73 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.en.srt 9.52 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.mp4 15.12 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.en.srt 9.42 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.mp4 13.81 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.en.srt 9.44 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.mp4 14.83 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/006. 1.5 Evaluate the model.en.srt 9.9 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/006. 1.5 Evaluate the model.mp4 15.58 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.en.srt 8.22 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.mp4 12.77 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.en.srt 9.34 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.mp4 15.02 MB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/009. 1.8 Monitor the model.en.srt 9.6 KB
    01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/009. 1.8 Monitor the model.mp4 14.46 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/001. Learning objectives.en.srt 923 B
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/001. Learning objectives.mp4 4.72 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/002. 2.1 Determine what the data sources are.en.srt 6.09 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/002. 2.1 Determine what the data sources are.mp4 10.51 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/003. 2.2 Create ETL pipelines to compile the data.en.srt 12.09 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/003. 2.2 Create ETL pipelines to compile the data.mp4 27.87 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/004. 2.3 Understand the data schema with respect to the model.en.srt 7.03 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/004. 2.3 Understand the data schema with respect to the model.mp4 12.09 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/005. 2.4 Identify data that can be used for the model.en.srt 5.85 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/005. 2.4 Identify data that can be used for the model.mp4 9.78 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.en.srt 12.76 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.mp4 24.15 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.en.srt 16.59 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.mp4 32.47 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/008. 2.7 Make multiple data sets.en.srt 5.14 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/008. 2.7 Make multiple data sets.mp4 8.56 MB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/009. 2.8 MLOps best practices for data.en.srt 6.68 KB
    01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/009. 2.8 MLOps best practices for data.mp4 11.52 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/001. Learning objectives.en.srt 711 B
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/001. Learning objectives.mp4 3.5 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/002. 3.1 Use common Python libraries.en.srt 12.84 KB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/002. 3.1 Use common Python libraries.mp4 25.75 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.en.srt 11.82 KB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.mp4 23.89 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.en.srt 12.76 KB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.mp4 29.87 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.en.srt 11.82 KB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.mp4 29.25 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.en.srt 12.34 KB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.mp4 35.63 MB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.en.srt 12.27 KB
    01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.mp4 22.91 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/001. Learning objectives.en.srt 651 B
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/001. Learning objectives.mp4 3.75 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.en.srt 12.79 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.mp4 23.77 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.en.srt 12.47 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.mp4 26.49 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.en.srt 6.36 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.mp4 13.04 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.en.srt 11.75 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.mp4 28.98 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.en.srt 14.13 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.mp4 24.7 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.en.srt 11.81 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.mp4 18.86 MB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/008. 4.7 Set up redeploy pipeline.en.srt 4.55 KB
    01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/008. 4.7 Set up redeploy pipeline.mp4 7.46 MB
    01 Learn MLOps for Machine Learning/Summary/001. Learn MLOps for Machine Learning Summary.en.srt 2.28 KB
    01 Learn MLOps for Machine Learning/Summary/001. Learn MLOps for Machine Learning Summary.mp4 10.87 MB
    02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.en.srt 3.51 KB
    02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.mp4 14.57 MB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/001. Learning objectives.en.srt 1.24 KB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/001. Learning objectives.mp4 5.18 MB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.en.srt 7.68 KB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.mp4 13.01 MB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.en.srt 11.93 KB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.mp4 22.63 MB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.en.srt 13.96 KB
    02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.mp4 20.99 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/001. Learning objectives.en.srt 980 B
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/001. Learning objectives.mp4 4.49 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.en.srt 7.27 KB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.mp4 12.35 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.en.srt 7.85 KB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.mp4 14.31 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/004. 2.3 Learn the OWASP 10 top security risks.en.srt 13.97 KB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/004. 2.3 Learn the OWASP 10 top security risks.mp4 30.15 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/005. 2.4 Understand how attackers gain unauthorized access to apps.en.srt 6.96 KB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/005. 2.4 Understand how attackers gain unauthorized access to apps.mp4 15.58 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.en.srt 6.14 KB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.mp4 13.43 MB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.en.srt 7.63 KB
    02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.mp4 12.48 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/001. Learning objectives.en.srt 1.15 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/001. Learning objectives.mp4 5.48 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.en.srt 11.33 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.mp4 18.03 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.en.srt 15.05 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.mp4 34.41 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.en.srt 13.5 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.mp4 20.9 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.en.srt 15.47 KB
    01 Learn MLOps for Machine Learning/Introduction/001. Introduction.en.srt 2.98 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.en.srt 11.86 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.mp4 19.76 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.en.srt 15.11 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.mp4 32.08 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.en.srt 12.95 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.mp4 20.28 MB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.en.srt 16.01 KB
    02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.mp4 33.33 MB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/001. Learning objectives.en.srt 1.06 KB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/001. Learning objectives.mp4 4.59 MB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/002. 4.1 Set up the project.en.srt 5.83 KB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/002. 4.1 Set up the project.mp4 10.59 MB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.en.srt 4.76 KB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.mp4 12.3 MB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.en.srt 11.46 KB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.mp4 23.6 MB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.en.srt 11.89 KB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.mp4 36.47 MB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.en.srt 12.93 KB
    02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.mp4 39.26 MB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/001. Learning objectives.en.srt 922 B
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/001. Learning objectives.mp4 3.87 MB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.en.srt 7.85 KB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.mp4 13.5 MB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.en.srt 12.99 KB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.mp4 39.56 MB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/004. 5.3 Use bug bounties.en.srt 6.86 KB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/004. 5.3 Use bug bounties.mp4 10.07 MB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.en.srt 19.62 KB
    02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.mp4 28.21 MB
    02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.en.srt 3.34 KB
    02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.mp4 13.57 MB

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