
Explore how this course is structured, compare cloud providers, and learn to use auto machine learning, OCR on-premise, and data governance considerations for enterprise ML.
Set up Google credentials and a JSON key to authenticate with Google, import the Google Vision skill in Blue Prism, and enable billing for access to Google APIs.
Learn landmark detection in Blue Prism by authenticating with Google JWT, uploading input images, and parsing JSON responses to extract landmark descriptions like Giza pyramids and the Eiffel Tower.
Explore Google vision actions, from text and landmark detection to face attributes, safesearch, label entities, and logo detection, and learn when to use text detection versus document text extraction.
Set up the Google natural language processing skill in Blue Prism, configure content type, UTF-8 encoding, and Google JWT, and apply sentiment analysis and entity analysis to classify articles.
Learn to run Google natural language processing sentiment analysis, interpret document sentiment, magnitude, and score, and map results into Blue Prism numeric data items via Json to collection.
Set up Google Translate skill in Blue Prism by importing the asset from the Blue Prism Digital Exchange, then create a Google Translate object and configure JWT inputs and outputs.
Learn to detect a language using a translate skill by inputting a news article and configuring a Google JWT, then perform single or multiple language detection via the language field.
Translate documents efficiently with the Google Translate skill in Blue Prism machine learning, automatically detecting Japanese and translating to English, with batch translation for speed and cost savings.
Explore Azure vision and text analytics to describe images, perform OCR on text, and analyze sentiment and key phrases, with hands-on setup and reusable automation.
Set up the Microsoft text analytics skill in Blue Prism by importing the asset, configuring the API key from portal.azure.com, and selecting the free pricing tier before proceeding.
Learn to use the recognize sentiment action in Blue Prism text analytics, configure a documents collection with text and language, and interpret the 0–1 sentiment score for positive or negative.
Explore key phrase extraction to automatically identify main talking points from text using a sample article and Blue Prism Digital Exchange with sentiment analysis in Object Studio.
Set up AWS Rekognition in Blue Prism by importing the recognition asset, configuring an access ID and secret key, and selecting the region for the web API service.
Detect sentiment with Amazon Comprehend, classifying text as positive, negative, neutral, or mixed with confidence scores, and using language codes to process article text.
Create a key phrases page, connect to the Blue Prism Digital Exchange, and run the article to detect key phrases with confidence scores and starting and ending positions.
Train a custom image classifier with Google AutoML Vision using a folder-structured, single-label flower dataset, without coding, then deploy to Blue Prism and test predictions.
Set up a Blue Prism process to input an image, encode to base64, call Google AutoML vision, and interpret a 100% tulip prediction.
Truly leverage the power of intelligent automation RPA solutions today!
RPA is no longer a simple process from A to Z with no cognitive thinking whatsoever. The release of Blue Prism 6.4 brings the introduction of skills. This makes it easier then ever to harness the power of Machine Learning by industry leaders such as Google, Microsoft and Amazon.
The next years is truly going to see Intelligent Automation become a truely cognitive digital workforce that can see, feel, touch and think.
What does this mean for you?
There are HUGE opportunist in this space right now, RPA grew by 63.1% in 2018 to $846 million. It is currently the fasted-growing segment of the global enterprise software market. This course will enable you to be at the cutting edge of Machine Learning in RPA.
This is truely a unique space to be in and I can tell you many enterprises are not aware of the power of this or have set it up their selves!
What will this course do for you?
This course is structured in the following manner to give you the best exposure to the different types and vendors of Machine Learning in Blue Prism.
We first cover of the key tasks that you can do with Blue Prism skills, this includes detecting if a news article is positive or negative, converting hand written notes to text and landmark recognition.
This is done via the following three key cloud vendors:
Microsoft
Amazon
After this we train our very own machine learning model without writing a single line of code! This is a truely revolutionary offering. This means you can tailor Machine Learning in Blue Prism to your unique problems and challenges in business processes.
From here we look at a product that does not run on the cloud, but can run on your very own computer. This is critical to be aware of how to setup, as you are not always allowed to put sensitive information on the cloud
We finally wrap up by going over data governance, why it's important and the key areas to look out for that will save you significant time when you look at implementing these in enterprises.
Key learning on this course:
The Blue Prism Digital Exchange and how to navigate it
The hardest part of skills, setting them up in the first place and figuring out the documentation!
How to take the results from cloud vendors and use it in a Blue Prism friendly mannger
Navigating various cloud vendor consoles
Create your very own custom machine learning model!
Use machine learning tools offline
Data sovereignty, security, and key areas to look out for in governance
All my courses include:
Unlimited lifetime access to the course
Future bonus lecture's and materials to this course are always free
Unconditional, no questions asked full 30 day money back guarantee
My help is always available - my support is legendary on UDemy and my Youtube channel