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Full stack Deep Learning

This class was created by Brainscape user שגיא שעשוע. Visit their profile to learn more about the creator.

By: שגיא שעשוע
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Decks in this class (12)

Prioritizing Projects
What are the cost drivers,
What different archetypes does a ...,
What is a data flywheel
4  cards
Choosing A Metric
Key points in choosing a metric,
How to combine metrics,
Thresholding metrics
3  cards
Baselines
Why are they important,
Where to look for baselines,
How to create a human baseline
3  cards
Infrastructure And Tooling
What is opration vacation,
What are the 3 parts of the ml pr...,
32bit vs 16bit
3  cards
Troubleshooting
Why is your model worst then the ...,
בגדול מה צריכה להיות האסטרטגיה,
בגדול מה התהליך של בניית מודל
8  cards
Evaluating
What is bias variance decompositi...,
Bias variance with distribution s...
2  cards
Improving The Model
What should be the order of thing...,
Addressing under fitting should b...,
Addressing overfitting should be ...
7  cards
Hyperparameters Tuning
What 2 methods does he suggest fo...
1  cards
Data Manegement
2 types of sources,
What is semi supervised,
Image data augmentation
21  cards
Fairness
What is a statistical bias,
What is group fairness
2  cards
Testing
3 software testing types,
Best practices for testing,
What is the testing pyramid
24  cards
Deployment
Batch prediction,
Model in service,
Model as service
14  cards

More about
Full stack Deep Learning

  • Class purpose General learning

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