AI Practitioner

This class was created by Brainscape user Rich Alberth.

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Decks in this class (25)

Agents
How does an agent know what steps...,
What s the techie term for this t...,
3 steps an agent follows 3
3  cards
AI, ML, DL
What are fms 1,
What are llms 2,
Relationship between fms and llms 3
27  cards
Concepts
What s an n gram 1,
What is tokenization 2,
What happens to punctuation in to...
27  cards
Fine Tuning
What is model distillation 1,
Advantage to distilled models 2,
How fast are distilled models 3
20  cards
Fit
What is bias in a model 1,
What is variance in a model 2,
What is a model s fit 3
19  cards
Guardrails
Can guardrails stop pii from bein...,
Can guardrails increase privacy f...,
Can guardrails reduce hallucinati...
5  cards
Model Evaluation (1)
What are you evaluating 1,
Examples of tasks in model evalua...,
What do you supply to the model f...
21  cards
Model Evaluation (2)
What types of predictions is a co...,
What is the accuracy of a model 2,
What is the precision of a model 3
30  cards
Pricing
Charge model for text prompting a...,
Charge model for embedding models 2,
Charge model for image models 3
15  cards
Prompt Engineering (1)
What are the 4 sections in a prom...,
What is context 2,
What is input data 3
19  cards
Prompt Engineering (2)
What is zero shot 1,
Advantage of zero shot 2,
What types of architectures are g...
19  cards
Q Business
What is q business tag line 1,
What two things does q business p...,
What is q business under the cove...
20  cards
RAG
Can a rag handle real time data u...,
What 4 aws databases can store ve...,
What 3 non aws databases can stor...
6  cards
Responsible AI
How does bedrock support responsi...,
How does clarify support responsi...,
How does data wrangler support re...
15  cards
Training
What is labeled data 1,
Highest clasifications of ml algo...,
How does supervised learning work 3
32  cards
Auto ML
Kendra tl dr 1,
How do you search kendra 2,
Kendra supported data sources 3
21  cards
Comprehend
Tl dr comprehend 1,
Is comprehend real time 2,
What are 4 outputs from a compreh...
23  cards
Rekognition
Rekognition tl dr 1,
What can tekognition find in an i...,
What info about a face can rekogn...
12  cards
SageMaker (1)
Sagemaker tl dr 1,
What s the ml model lifecycle 2,
Sagemaker studio 3
17  cards
SageMaker (2)
What does clarify do 2,
Example of clarify evaluating a fm 3,
How does clarify tell if your fm ...
22  cards
Transcribe
Transcribe tl dr 1,
What cool ml things does it do an...,
Use case for transcribe 3
11  cards
Confusion Matrix
What types of predictions is a co...,
What are the two axes on a confus...,
What is the accuracy of a model 4
27  cards
to_add_somewhere_1
Agents for amazon bedrock 1,
What are diffusion models used for 2,
What is adversarial prompting 3
30  cards
to_add_somewhere_2
What is inpainting 1,
What is k means clustering 2,
Is k means clustering supervised ...
33  cards
to_add_somewhere_3
Does customizing a fm with more t...,
Can you use f1 to score text gene...,
Amazon sagemaker autopilot 3
28  cards

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AI Practitioner

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