Test Driven Model Optimization

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[ FreeCourseWeb.com ] Test Driven Model Optimization
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    • 1 Class Trailer.de.srt (1.7 KB)
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    • 1 Class Trailer.mp4 (9.0 MB)
    • 1 Class Trailer.pt.srt (1.9 KB)
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    • 2 What is TDD.de.srt (13.6 KB)
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    • 2 What is TDD.mp4 (21.4 MB)
    • 2 What is TDD.pt.srt (13.3 KB)
    • 2 What is TDD.pt.vtt (12.9 KB)
    • 3 About the Data.de.srt (23.4 KB)
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    • 3 About the Data.mp4 (58.8 MB)
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    • 4 Pytest Code Review.de.srt (26.1 KB)
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    • 4 Pytest Code Review.mp4 (78.6 MB)
    • 4 Pytest Code Review.pt.srt (24.8 KB)
    • 4 Pytest Code Review.pt.vtt (23.9 KB)
    • 5 Optimizing the Model.de.srt (18.4 KB)
    • 5 Optimizing the Model.de.vtt (17.7 KB)
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    • 5 Optimizing the Model.mp4 (39.7 MB)
    • 5 Optimizing the Model.pt.srt (17.9 KB)
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    • 6 Grid Search Code Review.de.srt (3.9 KB)
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    • 7 Test Results Review.mp4 (25.5 MB)
    • 7 Test Results Review.pt.srt (6.9 KB)
    • 7 Test Results Review.pt.vtt (6.7 KB)
    • Bonus Resources.txt (0.3 KB)
    • TDML Class.ipynb.ipynb (229.1 KB)
    • models.py.py (1.6 KB)
    • models2.py.py (4.8 KB)
    • test.csv.txt (1.7 MB)
    • test_agnews_classifier.py.py (3.2 KB)
    • test_models.py.py (11.9 KB)
    • train.csv.txt (27.7 MB)

Description

Test Driven Model Optimization



Duration: 1h 14m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | Size: 279 MB
Genre: eLearning | Language: English
If you've ever wanted to learn how to optimize a machine learning model and test it for reliability, this course is for you!

Ray is a Data Scientist at a large financial institution and discovered there is a serious gap between the skills and techniques students learn in school versus what they actually need on the job in the real world. He'll teach you the foundations of Test Driven Development (TDD) and Model Optimization. TDD and Behavior Driven Development (BDD) are standard practices in software development. They should be used by data scientists as well.

This course is intended for aspiring data scientists and programmers looking to expand their knowledge of Test Driven Development and Model Optimization.

In this course you'll learn:



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Test Driven Model Optimization

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279.9 MB
seeders:3
leechers:0
Test Driven Model Optimization

Torrent hash: AA5C80D5C3524E07F153820CD4D6280071611403