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DevOps Tools and Principles (Video Collection)

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File Name
Size
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.mp4
45 MB
01 Learn MLOps for Machine Learning/Introduction/001. Introduction.mp4
14 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
9.9 kB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/002. 1.1 Gather the data.mp4
16 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.en.srt
9.5 kB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/003. 1.2 Analyze the data.mp4
15 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.en.srt
9.4 kB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/004. 1.3 Prepare the data.mp4
14 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.en.srt
9.4 kB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/005. 1.4 Train a model.mp4
15 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
16 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.en.srt
8.2 kB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/007. 1.6 Validate the model.mp4
13 MB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.en.srt
9.3 kB
01 Learn MLOps for Machine Learning/Lesson 1 Learning the MLOps Pipeline/008. 1.7 Deploy the model.mp4
15 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 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
4.7 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/002. 2.1 Determine what the data sources are.en.srt
6.1 kB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/002. 2.1 Determine what the data sources are.mp4
10 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 kB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/003. 2.2 Create ETL pipelines to compile the data.mp4
28 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
7.0 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 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
5.9 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
9.8 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.en.srt
13 kB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/006. 2.5 Perform feature engineering.mp4
24 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.en.srt
17 kB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/007. 2.6 Version the data with DVC.mp4
32 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/008. 2.7 Make multiple data sets.en.srt
5.1 kB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/008. 2.7 Make multiple data sets.mp4
8.6 MB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/009. 2.8 MLOps best practices for data.en.srt
6.7 kB
01 Learn MLOps for Machine Learning/Lesson 2 Handling the Data/009. 2.8 MLOps best practices for data.mp4
12 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
13 kB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/002. 3.1 Use common Python libraries.mp4
26 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/003. 3.2 Code versioning with Git.mp4
24 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.en.srt
13 kB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/004. 3.3 Perform hyperparameter tuning.mp4
30 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/005. 3.4 Track experiments with MLFlow.mp4
29 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/006. 3.5 Track experiments with DVC.mp4
36 MB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 3 Creating a Model/007. 3.6 Evaluate the models.mp4
23 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
3.8 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.en.srt
13 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/002. 4.1 Decide the best deployment method.mp4
24 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/003. 4.2 Test on pre-production environments.mp4
26 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.en.srt
6.4 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/004. 4.3 Deploy to production.mp4
13 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/005. 4.4 Monitor the model for drift.mp4
29 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.en.srt
14 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/006. 4.5 Validate the pipeline flow.mp4
25 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.en.srt
12 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/007. 4.6 Automation points in MLOps.mp4
19 MB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/008. 4.7 Set up redeploy pipeline.en.srt
4.6 kB
01 Learn MLOps for Machine Learning/Lesson 4 Working with Production Models/008. 4.7 Set up redeploy pipeline.mp4
7.5 MB
01 Learn MLOps for Machine Learning/Summary/001. Learn MLOps for Machine Learning Summary.en.srt
2.3 kB
01 Learn MLOps for Machine Learning/Summary/001. Learn MLOps for Machine Learning Summary.mp4
11 MB
02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.en.srt
3.5 kB
02 Securing Your DevOps Pipelines/Introduction/001. Securing Your DevOps Pipelines Introduction.mp4
15 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/001. Learning objectives.en.srt
1.2 kB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/001. Learning objectives.mp4
5.2 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.en.srt
7.7 kB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/002. 1.1 Understand where DevOps came from.mp4
13 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.en.srt
12 kB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/003. 1.2 Learn how DevOps works.mp4
23 MB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.en.srt
14 kB
02 Securing Your DevOps Pipelines/Lesson 1 Background on DevOps/004. 1.3 DevOps versus Waterfall.mp4
21 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
4.5 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.en.srt
7.3 kB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/002. 2.1 Show where security comes in.mp4
12 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.en.srt
7.8 kB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/003. 2.2 Learn how issues get to production.mp4
14 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
14 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 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
7.0 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
16 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.en.srt
6.1 kB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/006. 2.5 Learn the basics of DevSecOps.mp4
13 MB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.en.srt
7.6 kB
02 Securing Your DevOps Pipelines/Lesson 2 Security in DevOps or DevSecOps/007. 2.6 Use DevSecOps to mitigate risks.mp4
12 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/001. Learning objectives.en.srt
1.1 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/001. Learning objectives.mp4
5.5 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.en.srt
11 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/002. 3.1 Learn about SAST.mp4
18 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.en.srt
15 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/003. 3.2 Use SAST tools.mp4
34 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.en.srt
14 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/004. 3.3 Learn about DAST.mp4
21 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/005. 3.4 Use DAST tools.en.srt
16 kB
01 Learn MLOps for Machine Learning/Introduction/001. Introduction.en.srt
3.0 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.en.srt
12 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/006. 3.5 Learn about IAST.mp4
20 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.en.srt
15 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/007. 3.6 Use IAST tools.mp4
32 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.en.srt
13 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/008. 3.7 Learn about OAST.mp4
20 MB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.en.srt
16 kB
02 Securing Your DevOps Pipelines/Lesson 3 DevSecOps Tools/009. 3.8 Use OAST tools.mp4
33 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/001. Learning objectives.en.srt
1.1 kB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/001. Learning objectives.mp4
4.6 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/002. 4.1 Set up the project.en.srt
5.8 kB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/002. 4.1 Set up the project.mp4
11 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.en.srt
4.8 kB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/003. 4.2 Set up CircleCI.mp4
12 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.en.srt
12 kB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/004. 4.3 Write the CircleCI config.mp4
24 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.en.srt
12 kB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/005. 4.4 Break down the pipeline steps.mp4
36 MB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.en.srt
13 kB
02 Securing Your DevOps Pipelines/Lesson 4 Setting up a DevSecOps Pipeline/006. 4.5 Add security to each step.mp4
39 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
3.9 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.en.srt
7.9 kB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/002. 5.1 Learn how pen-testing works.mp4
14 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.en.srt
13 kB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/003. 5.2 Use Kali Linux tools.mp4
40 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/004. 5.3 Use bug bounties.en.srt
6.9 kB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/004. 5.3 Use bug bounties.mp4
10 MB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.en.srt
20 kB
02 Securing Your DevOps Pipelines/Lesson 5 Final Security Checks/005. 5.4 Perform compliance audits.mp4
28 MB
02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.en.srt
3.3 kB
02 Securing Your DevOps Pipelines/Summary/001. Securing Your DevOps Pipelines Summary.mp4
14 MB