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Test Driven Model Optimization

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Added 4 years ago by freecoursewb in Other
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Test Driven Model Optimization (Size: 279.9 MB)
  1 Class Trailer.de.srt 1.7 KB
  1 Class Trailer.de.vtt 1.7 KB
  1 Class Trailer.en-US.srt 1.6 KB
  1 Class Trailer.en-US.vtt 1.6 KB
  1 Class Trailer.es-MX.srt 1.9 KB
  1 Class Trailer.es-MX.vtt 1.9 KB
  1 Class Trailer.fr.srt 2 KB
  1 Class Trailer.fr.vtt 2 KB
  1 Class Trailer.mp4 9 MB
  1 Class Trailer.pt.srt 1.9 KB
  1 Class Trailer.pt.vtt 1.9 KB
  2 What is TDD.de.srt 13.6 KB
  2 What is TDD.de.vtt 13.2 KB
  2 What is TDD.en-US.srt 12 KB
  2 What is TDD.en-US.vtt 11.6 KB
  2 What is TDD.es-MX.srt 13.4 KB
  2 What is TDD.es-MX.vtt 13.1 KB
  2 What is TDD.fr.srt 13.9 KB
  2 What is TDD.fr.vtt 13.5 KB
  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
  3 About the Data.de.vtt 22.5 KB
  3 About the Data.en-US.srt 21.3 KB
  3 About the Data.en-US.vtt 20.5 KB
  3 About the Data.es-MX.srt 23.4 KB
  3 About the Data.es-MX.vtt 22.6 KB
  3 About the Data.fr.srt 24.1 KB
  3 About the Data.fr.vtt 23.3 KB
  3 About the Data.mp4 58.8 MB
  3 About the Data.pt.srt 23.1 KB
  3 About the Data.pt.vtt 22.3 KB
  4 Pytest Code Review.de.srt 26.1 KB
  4 Pytest Code Review.de.vtt 25.1 KB
  4 Pytest Code Review.en-US.srt 23.5 KB
  4 Pytest Code Review.en-US.vtt 22.5 KB
  4 Pytest Code Review.es-MX.srt 25.5 KB
  4 Pytest Code Review.es-MX.vtt 24.6 KB
  4 Pytest Code Review.fr.srt 25.9 KB
  4 Pytest Code Review.fr.vtt 25 KB
  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
  5 Optimizing the Model.en-US.srt 16.6 KB
  5 Optimizing the Model.en-US.vtt 15.9 KB
  5 Optimizing the Model.es-MX.srt 18.2 KB
  5 Optimizing the Model.es-MX.vtt 17.6 KB
  5 Optimizing the Model.fr.srt 17.3 KB
  5 Optimizing the Model.fr.vtt 18.5 KB
  5 Optimizing the Model.mp4 39.7 MB
  5 Optimizing the Model.pt.srt 17.9 KB
  5 Optimizing the Model.pt.vtt 17.3 KB
  6 Grid Search Code Review.de.srt 3.9 KB
  6 Grid Search Code Review.de.vtt 7.9 KB
  6 Grid Search Code Review.en-US.srt 7.3 KB
  6 Grid Search Code Review.en-US.vtt 7.1 KB
  6 Grid Search Code Review.es-MX.srt 8.1 KB
  6 Grid Search Code Review.es-MX.vtt 8 KB
  6 Grid Search Code Review.fr.srt 8.3 KB
  6 Grid Search Code Review.fr.vtt 8.1 KB
  6 Grid Search Code Review.mp4 16.2 MB
  6 Grid Search Code Review.pt.srt 7.8 KB
  6 Grid Search Code Review.pt.vtt 7.7 KB
  7 Test Results Review.de.srt 7.3 KB
  7 Test Results Review.de.vtt 7.2 KB
  7 Test Results Review.en-US.srt 6.4 KB
  7 Test Results Review.en-US.vtt 6.2 KB
  7 Test Results Review.es-MX.srt 7.2 KB
  7 Test Results Review.es-MX.vtt 7 KB
  7 Test Results Review.fr.srt 7.4 KB
  7 Test Results Review.fr.vtt 7.3 KB
  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 307.2 B
  Get Bonus Downloads Here.url 204.8 B
  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
  ▲ 86 total files

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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