1.22 GB | 00:12:23 | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

Files Included :
001  Introduction  (13.66 MB)
001  Learning objectives  (4.9 MB)
002  1 1 Gather the data  (15.73 MB)
003  1 2 Analyze the data  (15.12 MB)
004  1 3 Prepare the data  (13.81 MB)
005  1 4 Train a model  (14.83 MB)
006  1 5 Evaluate the model  (15.58 MB)
007  1 6 Validate the model  (12.77 MB)
008  1 7 Deploy the model  (15.02 MB)
009  1 8 Monitor the model  (14.46 MB)
001  Learning objectives  (4.72 MB)
002  2 1 Determine what the data sources are  (10.51 MB)
003  2 2 Create ETL pipelines to compile the data  (27.87 MB)
004  2 3 Understand the data schema with respect to the model  (12.09 MB)
005  2 4 Identify data that can be used for the model  (9.78 MB)
006  2 5 Perform feature engineering  (24.15 MB)
007  2 6 Version the data with DVC  (32.47 MB)
008  2 7 Make multiple data sets  (8.56 MB)
009  2 8 MLOps best practices for data  (11.52 MB)
001  Learning objectives  (3.5 MB)
002  3 1 Use common Python libraries  (25.75 MB)
003  3 2 Code versioning with Git  (23.89 MB)
004  3 3 Perform hyperparameter tuning  (29.87 MB)
005  3 4 Track experiments with MLFlow  (29.25 MB)
006  3 5 Track experiments with DVC  (35.63 MB)
007  3 6 Evaluate the models  (22.91 MB)
001  Learning objectives  (3.75 MB)
002  4 1 Decide the best deployment method  (23.77 MB)
003  4 2 Test on pre-production environments  (26.49 MB)
004  4 3 Deploy to production  (13.04 MB)
005  4 4 Monitor the model for drift  (28.98 MB)
006  4 5 Validate the pipeline flow  (24.7 MB)
007  4 6 Automation points in MLOps  (18.86 MB)
008  4 7 Set up redeploy pipeline  (7.46 MB)
001  Learn MLOps for Machine Learning Summary  (10.87 MB)
001  Securing Your DevOps Pipelines Introduction  (14.57 MB)
001  Learning objectives  (5.18 MB)
002  1 1 Understand where DevOps came from  (13.01 MB)
003  1 2 Learn how DevOps works  (22.63 MB)
004  1 3 DevOps versus Waterfall  (20.99 MB)
001  Learning objectives  (4.49 MB)
002  2 1 Show where security comes in  (12.35 MB)
003  2 2 Learn how issues get to production  (14.31 MB)
004  2 3 Learn the OWASP 10 top security risks  (30.15 MB)
005  2 4 Understand how attackers gain unauthorized access to apps  (15.58 MB)
006  2 5 Learn the basics of DevSecOps  (13.43 MB)
007  2 6 Use DevSecOps to mitigate risks  (12.48 MB)
001  Learning objectives  (5.48 MB)
002  3 1 Learn about SAST  (18.03 MB)
003  3 2 Use SAST tools  (34.41 MB)
004  3 3 Learn about DAST  (20.9 MB)
005  3 4 Use DAST tools  (44.84 MB)
006  3 5 Learn about IAST  (19.76 MB)
007  3 6 Use IAST tools  (32.08 MB)
008  3 7 Learn about OAST  (20.28 MB)
009  3 8 Use OAST tools  (33.33 MB)
001  Learning objectives  (4.59 MB)
002  4 1 Set up the project  (10.59 MB)
003  4 2 Set up CircleCI  (12.3 MB)
004  4 3 Write the CircleCI config  (23.6 MB)
005  4 4 Break down the pipeline steps  (36.47 MB)
006  4 5 Add security to each step  (39.26 MB)
001  Learning objectives  (3.87 MB)
002  5 1 Learn how pen-testing works  (13.5 MB)
003  5 2 Use Kali Linux tools  (39.56 MB)
004  5 3 Use bug bounties  (10.07 MB)
005  5 4 Perform compliance audits  (28.21 MB)
001  Securing Your DevOps Pipelines Summary  (13.57 MB)]
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