This class was created by Brainscape user KK Cheng. Visit their profile to learn more about the creator.
By:
KK Cheng
- decks
- flashcards
- learners
Decks in this class (14)
1. Framing ML Problems
What are the key factors for tran...,
What is the equation for recall,
What is the equation for precision
11
cards
2. Exploring Data and Building Data Pipelines
What is data visualization,
What are the two ways to visualiz...,
What does box plot consist of
36
cards
3. Feature Engineering
What is feature engineering,
What are the primary reasons for ...,
What are the approaches for consi...
31
cards
4. Choosing the Right ML Infrastructure
Ml models for video and images re...,
When you have an ml problem to so...,
Pretrained models are already dep...
64
cards
5. Architecting ML Solutions
What are the ml pipeline steps,
What gcp services are available f...,
What are the three layers of goog...
29
cards
6. Buidling Secure ML Pipelines
What are the three types of encry...,
What encryption is used to encryp...,
What are the differences between ...
28
cards
7. Model Building
What is data parallelism,
What are the two strategies in da...,
What is all reduce sync strategy ...
46
cards
8. Model Training and Hyperparameter Tuning
What does google cloud analytics ...,
What is pub sub,
What is datastream
53
cards
9. Model Explainability on Vertex AI
What is explainability,
What are the two types of explain...,
Why is explainability important
21
cards
10. Scaling Models in Production
How do you deploy a model trained...,
What are the two types of api end...,
What does tensorflow serving handle
33
cards
11. Designing ML Training Pipelines
What is ml pipelines for,
What are the key functions of ml ...,
What is an orchestrator for
34
cards
12. Model Monitoring, Tracking, and Auditing Metadata
What are two types of drifts,
What is concept drift,
How do you prevent model deterior...
25
cards
13. Maintaining ML Solutions
What are the steps in ml,
What are the three levels of mlops,
What are the key features of level 0
24
cards
14. BigQuery ML
Who is the target audience of big...,
What are the three ways to access...,
Is bigquery ml serverless
16
cards
More about
Machine Learning
- Class purpose General learning
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