
Learn how robotic process automation with Power Automate Desktop automates repetitive tasks, boosts efficiency, and enables cognitive actions via platforms such as Google Cloud Platform, Microsoft Azure, AWS, and IBM.
Explore how intelligent automation blends robotic process automation with artificial intelligence technologies like machine learning, natural language processing, optical character recognition, and computer vision to automate processes and boost efficiency.
Explore cognitive services in Power Automate Desktop, including vision, speech, language, knowledge, and search APIs. Learn how to analyze images, recognize text, process natural language, and integrate search capabilities.
Learn to sign up for Google Cloud Platform for free, obtain an API key for the Google Cloud Natural Language service, and use Google cognitive services in Power Automate Desktop.
Analyze sentiment using the Google Cloud Natural Language API in Power Automate Desktop, leveraging an API key to classify text as positive, negative, or neutral and display score and magnitude.
Learn to use analyze entities action in cognitive actions to extract entities from text using google cloud natural language, and surface an entity's name and type via a for-each loop.
Use the analyze syntax action to break text into sentences and tokens, returning a json response with sentence data. Provide input from file or Google Cloud Storage.
Explore vision actions in the Google Cloud Vision API within Power Automate Desktop to enable image labeling, face and landmark detection, logo detection, OCR, and explicit content detection.
Use label detection with the Google Cloud Vision API to identify objects, locations, and activities in images, using an API key, and output details as JSON.
Explore landmark detection with the Google Vision cloud API in Power Automate Desktop, learn to extract landmark descriptions and coordinates from images, and visualize them on maps.
Leverage landmark detection with Cloud Vision API to extract latitude and longitude from images, then locate each landmark on Google Maps using a Power Automate Desktop workflow.
Use the logo detection action under Google Vision in Power Automate Desktop to detect company logos in images. Provide the API key and images from file or Google Cloud Storage.
Learn to detect image properties using the Vision actions in Power Automate Desktop, extracting dominant colors and other annotations from local images or cloud storage via the Vision API.
Explore safe search detection with Google Vision actions in Power Automate Desktop, assessing local images for adult, spoof, medical, violence, and racy content and their likelihoods.
Explore Azure cognitive services—vision, speech, language, and decision—and see how Power Automate Desktop exposes actions like Bing spell check, computer vision, text analytics, and ocr for intelligent automation.
Learn how to sign up for Azure cognitive services, secure a subscription key, and explore services such as speech, computer vision, text analytics, and translator in the Azure portal.
Explore computer vision within Power Automate Desktop by creating and using the Microsoft Azure Cognitive Services computer vision API, including optical character recognition, image analysis, and spatial analysis.
Learn to use the Analyze Image action in Power Automate Desktop to extract categories, tags, descriptions, faces, and objects from images via the Azure Computer Vision API.
Describe image action generates captions and tags from an image using a computer vision api, with a subscription key and server location, and accepts input from file or image url.
Learn to use the OCR action in Power Automate Desktop to extract text from images, configure inputs, and iterate lines and words for data extraction.
Demonstrate OCR action in Power Automate Desktop by extracting text from image files and writing results to a text file for healthcare document processing.
Learn to use the tag image action in Power Automate Desktop to extract image tags from a computer vision API and handle outputs like json response and status code.
Discover text analytics in Power Automate Desktop, including sentiment analysis, key phrases, language detection, and named entity recognition, and learn to configure the Azure Cognitive Services Text Analytics API.
Explore the Microsoft Text Analytics sentiment action in Power Automate Desktop to classify text as negative, neutral, or positive with a confidence score, using East US and a subscription key.
Learn to use the detect language action in Power Automate Desktop to identify text language and return a JSON with language code and a confidence score.
Execute a use case for detect language with Power Automate Desktop by reading text from Excel, looping through rows, applying detect language, and writing results to the detection language column.
Learn to translate text from multiple languages to English using Google Translate via web recorder in Microsoft Power Automate Desktop, with detect language and Excel integration.
Configure the key phrases action in Power Automate Desktop to extract main concepts from text via the Text Analytics API and iterate the JSON response to display each key phrase.
In This Course , we will Learn
What is Intelligent Automation (IA)
Introduction of Cognitive Services & Pre-requisites
Google Cloud Platform:
Get started With Google Cloud Platform (Signup GCP for free)
Working with "Analyze Sentiment" Action
Working with "Analyze Entities" Action
Working with "Analyze Syntax" Action
Introduction to Vision Actions (Google Cloud platform)
Working with "Label Detection" Action (Google || Vision Actions)
Working with "LandMark Detection" Action (Google || Vision Actions)
Project LandMark Detection with Google Cloud Vision and Google Maps
Working with "Logo Detection" Action (Google || Vision Actions)
Working with "Image Properties Detection" (Google || Vision Actions)
Working with "Safe Search Detection"(Google || Vision Actions)
Power Automate Desktop : 139 || Introduction to Azure Cognitive Services
Power Automate Desktop : 140 || Sign-Up Microsoft Azure for free (Azure Cognitive Services)
Power Automate Desktop : 141 || Introduction to Computer Vision
Power Automate Desktop : 142 || Working with "Analyze Image" action (Microsoft || Computer Vision)
Power Automate Desktop : 143 || Working with "Describe Image" action (Microsoft || Computer Vision)
Power Automate Desktop : 144 || How to work with "OCR" action (Microsoft || Computer Vision)
Power Automate Desktop : 145 || Use Case on OCR (Project)
Power Automate Desktop : 146 || Working with Tag Image action (Microsoft || Computer Vision)
Power Automate Desktop : 147 || Introduction to Microsoft Text Analytics
Power Automate Desktop : 148 || Working with "Sentiment" Action (Microsoft || Text Analytics)
Power Automate Desktop : 149 || Working with "Detect Language"
This course is for everyone(Beginners , Intermediate ,Experts) , how wants to learn Power Automate Desktop step by step about Desktop flows, creating automated steps, and flow development essentials.
In the Previous Course , you have learned
1) Introduction to the Power Automate Desktop
2) How to Install Power Automate Desktop
3) Create a simple Desktop Flow
4) Working with Variable Actions
5) Working with Conditional Actions
6) working with Loops
7) working with Excel Automation
8) working with Database Automation
9) Working with File Actions
10) Working with Folder Actions
11) Work with Compression Actions (Zip and Unzip Files)
12) Work with Text Actions
13) Working with Date and Time Actions
14) working with Email Automation Actions
15) working with Outlook Automation Actions
16) working with web recorder
17) working with web Automation Actions
18) working with UI Automation Actions
19) working with Desktop recorder
20) working with PDF Automation Actions
21) working with XML Automation Actions
22) Error Handling :
23) Subflows
24) Web Services
25) FTP Automation