Please enable JavaScript.
Coggle requires JavaScript to display documents.
AZ-102 - Coggle Diagram
AZ-102
Introduction
AI related terms
DataScience
Applying statistical technique to uncover
and visualize relationships and patterns in data
Machine Learning
training and validation of predictive models,
train a model based on algorithm that exploits
AI
usually build on ML to create software emulates
1 or more characteristics of human
Considerations for AI Engineers
Model training and interencing
submit new data to trained model
model predict the label
probability and confident scores
Probability and confidence scores
responsbible and ethics
Define AI
Exhibits one or more human-like capabilities
considerations responsible
AI
Fairness
Reliability and safety
Privacy and security
Inclusiveness
Transparency
Accountability
Capabilities
Azure Cognitive services
Azure Bot service
Azure ML
Azure cognitive search
Plan and manage Azure
Cognitive solution
Select service
Vision
Speech
Language
Decision services
Plan and
configure
Create
Plan and
Implement
Container
Implement Computer Vision solution
Analyse using CV API
Extract text
from images
Extract facial
info from images
Implement Image
classification by
custom vision
service
Video Indexer
People
Language
Animated characters
Brand
How to use?
Portal can be used as widget in
HTML page
API
Implement natural language
processing solutions
Analyze text by text analytics service
sentiment
keyphrase
Speech service
speech to text
text to speech
need location and key to
access this service
Transalte
LUIS(Language
understanding
service) luis.ai
Build
Iterate and optimize
manage
Implement Knowledge mining solutions
Cognitive search
Enrichment pipeline
Knowledge store
Manage search solution
Manage indexing
Implement conversational AI solutions
Knowledge base using QnA
Maker
Design and implement conversational flow
Bot Framework SDk
Bot Framework composer
Integrate CS into BOT