DevOps Tools and Principles (Video Collection)

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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