8. Build,SkillandEnable
Use your own data to train models Use Machine Learning as API (Cognitive Services )
Two way Machine Learning Available in Azure
10. Build,SkillandEnable
Azure Machine Learning
service
Managed cloud service for ML Train, deploy, and manage
models in Azure using Python
and CLI
Azure Machine Learning
Studio
Drag–and–drop visual
interface for ML
Build, experiment, and deploy
models using preconfigured
algorithms (Python and R)
Azure Cognitive Services Azure services with pre-built AI
and ML models
Easily add intelligent features
to your apps
Azure Data Science Virtual
Machine
Virtual machine with pre-
installed data science tools
Develop ML solutions in a pre-
configured environment
ML Options in Azure What is It What You can do
Machine Learning products at Microsoft
13. Build,SkillandEnable
• Accessible through a web browser, no software
to install;
• Collaborative work with anyone, anywhere via
Azure workspace;
• Visual composition with end2end support for
data science workflow;
• Best in class ML algorithms; Immutable library of
models, search discover and reuse;
• Extensible, support for R & Python;
• Rapidly try a range of features, ML algorithms
and modelling strategies
Microsoft Azure Machine Learning Studio
23. Build,SkillandEnable
Why Microsoft Cognitive Service?
Easy
• Roll your own with
REST APIs
• Simple to add: just a
few lines of code
required
Flexible
• Integrate into the
language and platform
of your choice
• Breadth of offerings
helps you find the
right API for your app
Tested
• Built by experts in their
field from Microsoft
Research, Bing, and
Azure Machine
Learning
• Quality documentation,
sample code, and
community support
27. Build,SkillandEnable
Vision
Vision (Service for Analyzing Videos & Images)
• Computer Vision- Mainly Analyzes image and
recognizes the scene and activity in an image.
• Face – Detect faces and emotion in an image.
• Content Moderator – To check for offensive content
in an image or video. Used to allow or block some
specific content in an image or video.
• Video Indexer – Analyze video content and extract
the text spoken in video or detect other objects in a
video.
• Custom Vision – Used for customized image
recognition where a programmer can tune the data
as needed.
31. Build,SkillandEnable
Speech
Speech (Services for Speech Synthesis &
Voice Recognition)
• Speech to Text – Recognizes speech and
converts it into text.
• Text to Speech – Converts text into
speech
• Speaker Recognition API – It identifies
speaker based on their speech.
• Speech Translation – It recognizes the
speech and translates into a different
language.
• Custom Speech – Used for building
customized speech recognition model.
32. Build,SkillandEnable
Language
Language (Services to Process Natural
Language)
Bing Spell Check – It can detect and correct
spelling mistakes
Content Moderator – To check for offensive
content in the text.
Translator Text –detects the language and
translates it into the customizable language.
Text Analytics – Extracts and recognizes
sentiments from User Input.
Language Understanding Service –This will
help our application to understand the
meaning of what a speaker is saying.
34. Build,SkillandEnable
Search
Language (Services to Process Natural
Language)
Bing Autosuggest – Suggest search terms and help
autocomplete the search query.
Bing News Search – Search specifically in the news
section.
Bing Web Search – Search in the web section for the
provided input values.
Bing Entity Search – Identify the entity types such as
people or places mentioned in the input and return the
results.
Bing Image Search – Searches for images that match
the phrase in the input.
Bing Video Search – Searches for videos that match the
phrase in the input.
37. Build,SkillandEnable
Knowledge
Knowledge (Services for making Intelligent
Recommendations)
QnA Maker – Process text into question and
answers. It can be used by bots to respond
back with knowledgeable answers.
Custom Decision – Uses your data and learns
the way of making the correct decision with
every usage.
Entity Linking – Contextually extended
knowledge of people ,locations and events
.
