TGx:The Ultimate Guide For Automated Machine Learning Testing --> [ WebToolTip ]

Hot Picks

First Cam

New Movies

1080p x265

New TV

Misc

Torrent details for "The Ultimate Guide For Automated Machine Learning Testing --> [ WebToolTip ]" Log in to bookmark

Quicknav > Description Read comments 0 Post guest comment

Torrent details

Name:

The Ultimate Guide For Automated Machine Learning Testing --> [ WebToolTip ]

Controls:

Report Torrent

Torrent verified by FreeCourseWeb

Category:

Other > Training

Language:

English

Total Size:

1.08 GB

Info Hash:

0e41dc92206bcb0446dc982afc318fbbd65b4c23

Added By:

FreeCourseWeb :_trusted_uploader:

Added:

24-02-2025 21:02

Views:

Update stats Post guest comment 0

Health:

Seeds:

Leechers:

Completed:

File	Size
Get Bonus Downloads Here.url	180.00 B
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4	10.13 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/63 - Introduction to Model Monitoring.mp4	8.60 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/64 - Automating Monitoring and Maintenance.mp4	6.20 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/65 - Tools for Monitoring.mp4	7.78 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/66 - Hands on Detecting Data drift with Evidently AI.mp4	12.94 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/67 - Setting Up Alerts Triggers with Prometheus Grafana.mp4	9.24 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/68 - E2E Automated Monitoring and Alerts for ML Models.mp4	22.66 MB
~Get Your Files Here !/10 - Module 9 Monitoring Maintenance and Continuous Testing/69 - Key TakeAways.mp4	7.59 MB
~Get Your Files Here !/2 - Module 1 Basics of Machine Learning/2 - What is Machine Learning.mp4	19.79 MB
~Get Your Files Here !/2 - Module 1 Basics of Machine Learning/3 - Various types of ML.mp4	27.57 MB
~Get Your Files Here !/2 - Module 1 Basics of Machine Learning/4 - The ML workflow Data collection preprocessing model training and evaluation.mp4	18.30 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/10 - Checklist of ML Test strategy Template.mp4	12.25 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/11 - Choosing the Right Metrics for testing.mp4	10.73 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/12 - Introduction to Test Automation in ML.mp4	18.55 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/13 - Challenges in ML Automation Testing.mp4	12.63 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/14 - Automated Testing pipeline.mp4	10.84 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/15 - Best Practices for Test Automation in ML.mp4	10.38 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/5 - Understanding ML testing.mp4	8.67 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/6 - ML testing as a Process.mp4	14.41 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/7 - Key differences between Traditional and ML testing.mp4	7.77 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/8 - Challenges with ML Testing.mp4	18.77 MB
~Get Your Files Here !/3 - Module 2 Basics of Machine learning Testing/9 - Introduction to Test Strategy in ML.mp4	35.16 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/16 - Introduction to Data Testing in ML.mp4	20.96 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/17 - Writing Automated Tests for Data Quality.mp4	9.17 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/18 - Hands on Exercise Writing test scripts for missing data duplicates outliers.mp4	36.07 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/19 - Ensuring Consistency in Data Distribution.mp4	9.67 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/20 - Hands on Exercise Automation test scripts for Data Distribution.mp4	43.57 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/21 - Hands on Exercise Automation test scripts for Data Drift.mp4	47.96 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/22 - Hands on Exercise Automation test scripts for Feature engineer.mp4	16.94 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/23 - Tools for Data Testing.mp4	9.71 MB
~Get Your Files Here !/4 - Module 3 Automated Data Testing/24 - Setting up Robust Testing Framework.mp4	21.29 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/25 - Key Concepts Overfitting Underfitting BiasVariance Tradeoff.mp4	40.87 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/26 - Regression Metrics MAE MSE RMSE R.mp4	16.60 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/27 - Classification Metrics Confusion Matrix Accuracy Precision Recall F1Score.mp4	29.86 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/28 - Classification Metrics ROC and AUC.mp4	18.09 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/29 - Evaluation Metrics for Unsupervised Learning Silhouette score and Elbow method.mp4	51.50 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/30 - Writing Automated Tests for Model Evaluation.mp4	20.01 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/31 - Handson Exercise Training Evaluating a Model Using ScikitLearn.mp4	8.88 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/32 - Hands on Exercise Automated tests for Classification Metrics.mp4	14.43 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/33 - Hands on Exercise Automated tests for Regression Metrics.mp4	10.84 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/34 - Hands on Exercise Automated tests for Clustering Metrics.mp4	11.44 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/35 - Organising the tests.mp4	11.73 MB
~Get Your Files Here !/5 - Module 4 Model Evaluation and Automated Testing/36 - Using TFMA for TensorFlow Models.mp4	11.22 MB
~Get Your Files Here !/6 - Module 5 CrossValidation and Generalization Testing/37 - The concept of Generalization in ML models.mp4	11.14 MB
~Get Your Files Here !/6 - Module 5 CrossValidation and Generalization Testing/38 - CrossValidation Explained.mp4	4.28 MB
~Get Your Files Here !/6 - Module 5 CrossValidation and Generalization Testing/39 - Understanding kfold crossvalidation and its importance.mp4	6.07 MB
~Get Your Files Here !/6 - Module 5 CrossValidation and Generalization Testing/40 - Hands on Automating CrossValidation Testing.mp4	13.09 MB
~Get Your Files Here !/6 - Module 5 CrossValidation and Generalization Testing/41 - Hands on Evaluating model generalization across multiple data splits.mp4	15.40 MB
~Get Your Files Here !/6 - Module 5 CrossValidation and Generalization Testing/42 - Tools for CrossValidation Using Scikitlearn for automated crossvalidation.mp4	13.59 MB
~Get Your Files Here !/7 - Module 6 Robustness and Stress Testing/43 - Introduction to Robustness Testing.mp4	25.73 MB
~Get Your Files Here !/7 - Module 6 Robustness and Stress Testing/44 - Automating Edge Case and Noise Testing.mp4	6.30 MB
~Get Your Files Here !/7 - Module 6 Robustness and Stress Testing/45 - Hands on Writing automated tests for Edge cases in data.mp4	20.73 MB
~Get Your Files Here !/7 - Module 6 Robustness and Stress Testing/46 - Hands on Writing automated tests for Noise in data.mp4	12.13 MB
~Get Your Files Here !/7 - Module 6 Robustness and Stress Testing/47 - Hands on Generating adversarial examples for testing model robustness.mp4	29.95 MB
~Get Your Files Here !/7 - Module 6 Robustness and Stress Testing/48 - Tools for Robustness Testing.mp4	12.54 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/49 - Understanding Fairness and Bias in ML.mp4	12.39 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/50 - Detecting and mitigating bias in ML.mp4	10.09 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/51 - Automated Tests for Fairness and Bias.mp4	8.94 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/52 - Tools for Fairness Testing.mp4	19.71 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/53 - Hands on Exercise Automating Fairness testing using AIF 360.mp4	24.13 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/54 - Hands on Exercise Automated Fairness Test Script using Fairlearn.mp4	24.03 MB
~Get Your Files Here !/8 - Module 7 Fairness and Bias Testing/55 - Integrating Fairness tests into CICD pipeline.mp4	8.74 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/56 - Introduction to Deployment Testing.mp4	19.67 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/57 - Introduction to Automated Deployment Testing.mp4	5.67 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/58 - Hands on Writing Automated API Tests with Pytest.mp4	5.37 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/59 - Tools for Deployment Testing.mp4	4.06 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/60 - Hands on Postman API Test Automation.mp4	5.41 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/61 - Hands on Performance Testing ML Apis with Locust.mp4	12.76 MB
~Get Your Files Here !/9 - Module 8 Deployment and PostDeployment Testing/62 - Hands on Security Testing for Unauthorized Access Injection Attacks.mp4	7.22 MB
~Get Your Files Here !/Bonus Resources.txt	70.00 B

Description

[ WebToolTip.com ] The Ultimate Guide For Automated Machine Learning Testing

If You Need More Stuff, kindly Visit and Support Us -->> https://WebToolTip.com

Published 2/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.08 GB | Duration: 4h 36m

Hands-on ML Testing & Automation: Build Reliable Models with Ready-to-Use Scripts & Real-World Testing Frameworks!

What you'll learn
Gain hands-on experience with ready-to-use ML testing scripts and automation frameworks to confidently apply testing techniques in real projects.
Apply ML testing concepts through real-world exercises, coding challenges, and practical scripts designed to accelerate your learning. Learn to automate ML dat
Learn to automate ML data validation, model evaluation, and API testing with industry-relevant tools and hands-on implementation.
Build expertise in ML test automation with step-by-step guidance, covering data quality, model performance, bias detection, and deployment testing.

Requirements
Basic Understanding of Machine Learning – Familiarity with ML concepts like training models, evaluation, and common algorithms is helpful.
Python Programming Skills – Knowledge of Python and basic scripting is required for hands-on exercises.
Familiarity with ML Libraries - like Scikit-learn, TensorFlow, or PyTorch is beneficial.
Basic Understanding of Software Testing – Awareness of testing concepts (unit testing, validation) will be useful but not mandatory And Interest in ML Automation – No prior ML testing experience is needed, but curiosity about automating ML workflows will be helpful.

If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com

Get More Tutorials and Support Us -->> https://DevCourseWeb.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...