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[ FreeCourseWeb Com ] Udemy - Testing and Monitoring Machine Learning Model Deployments

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
72EEF99997B3863C698AB7EE664308AF0B46144D
Source
Unverified
Total Size
2.76 GB
Total Files
100
Seeders
1
Leechers
1
Health
0.50
Score
3
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url183 B
~Get Your Files Here !/01 - Introduction/001 Course Curriculum Overview.mp410.12 MB
~Get Your Files Here !/01 - Introduction/001 Course Curriculum Overview_en.vtt3.13 KB
~Get Your Files Here !/01 - Introduction/002 Course Requirements.mp47.14 MB
~Get Your Files Here !/01 - Introduction/002 Course Requirements_en.vtt2.05 KB
~Get Your Files Here !/01 - Introduction/003 How to Approach This Course (Important).mp418.41 MB
~Get Your Files Here !/01 - Introduction/003 How to Approach This Course (Important)_en.vtt4.29 KB
~Get Your Files Here !/01 - Introduction/004 All Notes & Slides For This Course.html73 B
~Get Your Files Here !/01 - Introduction/004 Complete-Course-Notes.pdf1.13 MB
~Get Your Files Here !/01 - Introduction/004 all-course-slides.pdf16.08 MB
~Get Your Files Here !/01 - Introduction/005 FAQ I would like to learn more about the topics not covered.html2.91 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/001 Deploying a Model to Production.mp434.59 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/001 Deploying a Model to Production_en.vtt9.6 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/002 Course Scenario Predicting House Sale Price.mp443.3 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/002 Course Scenario Predicting House Sale Price_en.vtt10.43 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/003 Setup A Python Installation (Important).mp427.82 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/003 Setup A Python Installation (Important)_en.vtt3.59 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/004 Setup B Git and Github Setup (Advanced users can skip).mp425.12 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/004 Setup B Git and Github Setup (Advanced users can skip)_en.vtt2.84 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/005 Course Github Repo & Data.mp414.5 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/005 Course Github Repo & Data_en.vtt2.79 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/006 Download dataset and Github repo links and guidelines.html2.43 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/007 Setup C Jupyter Notebook Setup.mp413.64 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/007 Setup C Jupyter Notebook Setup_en.vtt2.7 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/008 Setup D Install Notebook Dependencies.mp415.87 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/008 Setup D Install Notebook Dependencies_en.vtt2.62 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/009 Introduction to the Dataset & Model Pipeline.mp489.94 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/009 Introduction to the Dataset & Model Pipeline_en.vtt15.05 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/010 ML System Lifecycle.mp424.48 MB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/010 ML System Lifecycle_en.vtt7.25 KB
~Get Your Files Here !/02 - Setting the Scene & ML System Lifecycle/011 Additional Links and Resources.html2.55 KB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/001 Section Overview.mp42.4 MB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/001 Section Overview_en.vtt1.1 KB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/002 Testing Focus in This Course.mp48.63 MB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/002 Testing Focus in This Course_en.vtt1.7 KB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/003 Why Test.mp419.98 MB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/003 Why Test_en.vtt4.52 KB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/004 Testing Theory.mp423.72 MB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/004 Testing Theory_en.vtt4.9 KB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/005 Testing Machine Learning Systems (Important).mp440.04 MB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/005 Testing Machine Learning Systems (Important)_en.vtt7.8 KB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/006 Setup A Install Requirements.html710 B
~Get Your Files Here !/03 - Testing Concepts for ML Systems/007 Wrap Up.mp41.34 MB
~Get Your Files Here !/03 - Testing Concepts for ML Systems/007 Wrap Up_en.vtt615 B
~Get Your Files Here !/04 - Unit Testing a Production ML Model/001 Section Overview.mp42.67 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/001 Section Overview_en.vtt1.01 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/002 Code Conventions.mp410.98 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/002 Code Conventions_en.vtt3.16 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/003 Pytest.mp456.63 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/003 Pytest_en.vtt10.3 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/004 Setup - Kaggle Data.mp420.5 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/004 Setup - Kaggle Data_en.vtt3.27 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/005 Download the data set - Text Summary.html1.27 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/006 Setup 2 - Tox.mp433.64 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/006 Setup 2 - Tox_en.vtt5.83 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/007 Troubleshooting Tox on Windows.mp413.59 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/007 Troubleshooting Tox on Windows_en.vtt1.27 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/008 Troubleshooting Tox on Windows II.html1.49 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/009 Code Base Overview.mp499.53 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/009 Code Base Overview_en.vtt15.79 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/010 Preprocessing & Feature Engineering Unit Testing Theory - Why Do This.mp421.26 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/010 Preprocessing & Feature Engineering Unit Testing Theory - Why Do This_en.vtt3.81 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/011 Temporary Fix - important.html301 B
~Get Your Files Here !/04 - Unit Testing a Production ML Model/012 Preprocessing & Feature Engineering Unit Testing.mp480.83 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/012 Preprocessing & Feature Engineering Unit Testing_en.vtt10.92 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/013 Quick note on git hygiene for the course.html309 B
~Get Your Files Here !/04 - Unit Testing a Production ML Model/014 Model Config Unit Testing Theory - Why Do This.mp416.33 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/014 Model Config Unit Testing Theory - Why Do This_en.vtt3.5 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/015 Model Config Unit Testing.mp488.51 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/015 Model Config Unit Testing_en.vtt10.22 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/016 Input Data Testing Theory - Why Do This.mp419.45 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/016 Input Data Testing Theory - Why Do This_en.vtt3.33 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/017 Input Data Unit Testing.mp477.78 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/017 Input Data Unit Testing_en.vtt8 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/018 Model Quality Unit Testing Theory - Why Do This.mp410.32 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/018 Model Quality Unit Testing Theory - Why Do This_en.vtt2.98 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/019 Model Quality Unit Testing.mp474.21 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/019 Model Quality Unit Testing_en.vtt10.97 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/020 Quick Lecture on Tooling Improvements.mp422.06 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/020 Quick Lecture on Tooling Improvements_en.vtt2.84 KB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/021 Wrap Up.mp46.68 MB
~Get Your Files Here !/04 - Unit Testing a Production ML Model/021 Wrap Up_en.vtt2.25 KB
~Get Your Files Here !/05 - Docker & Docker Compose/001 Section Overview.mp42.52 MB
~Get Your Files Here !/05 - Docker & Docker Compose/001 Section Overview_en.vtt1011 B
~Get Your Files Here !/05 - Docker & Docker Compose/002 Quick Docker Recap.mp434.15 MB
~Get Your Files Here !/05 - Docker & Docker Compose/002 Quick Docker Recap_en.vtt7.03 KB
~Get Your Files Here !/05 - Docker & Docker Compose/003 Why Use Docker.mp427.4 MB
~Get Your Files Here !/05 - Docker & Docker Compose/003 Why Use Docker_en.vtt7.29 KB
~Get Your Files Here !/05 - Docker & Docker Compose/004 Introduction to Docker Compose.mp418.62 MB
~Get Your Files Here !/05 - Docker & Docker Compose/004 Introduction to Docker Compose_en.vtt5.09 KB
~Get Your Files Here !/05 - Docker & Docker Compose/005 Docker & Docker Compose Installation.mp452.49 MB
~Get Your Files Here !/05 - Docker & Docker Compose/005 Docker & Docker Compose Installation_en.vtt6 KB
~Get Your Files Here !/05 - Docker & Docker Compose/006 Windows Specific Docker Issue.mp428.85 MB
~Get Your Files Here !/05 - Docker & Docker Compose/006 Windows Specific Docker Issue_en.vtt3.92 KB
~Get Your Files Here !/05 - Docker & Docker Compose/007 Important Requirements Fix.html330 B
~Get Your Files Here !/05 - Docker & Docker Compose/008 Docker Space Consumption Tips.html508 B
~Get Your Files Here !/06 - Integration Testing the ML API/001 Section Overview.mp42.98 MB
~Get Your Files Here !/06 - Integration Testing the ML API/001 Section Overview_en.vtt873 B
~Get Your Files Here !/06 - Integration Testing the ML API/002 API Conceptual Guide.mp46.71 MB
~Get Your Files Here !/06 - Integration Testing the ML API/002 API Conceptual Guide_en.vtt2.75 KB

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