PREMIUM ACCOUNTS

Support downtopc by buying or renewing your premium account using below links:







Partners
warezload

movieblogarea download
katzdownload

DevOps Tools and Principles (Video Collection)

Category: Courses / Others
Author: AD-TEAM
Date added: 27.11.2024 :37:28
Views: 0
Comments: 0










Description material
DevOps Tools and Principles (Video Collection)
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)]
Screenshot


Join to our telegram Group
Information
Users of Guests are not allowed to comment this publication.
Choose Site Language
Keep downtopc Online Please

PREMIUM ACCOUNTS

Support downtopc by buying or renewing your premium account using below links: