GEN AI WITH RPA TOOLS - AUTOMATION ANYWHERE UIPATH BLUEPRISM POWER AUTOMATE

GENERATIVE AI

1- Generative AI Introduction- Introduction to Generative AI ,Applications of Generative AI in real world, Tools 

for Generative AI (Amazon Bedrock, Amazon Sagemaker, Amazon EC2 instances, AWS Trainium, AWS Inferentia,Amazon EC2 ultraclusters) , Generative AI applications( AWS CodeWhisperer ,Amazon Q,PartyRock, AWS HealthScribe )

2- Amazon Codewhisperer Application- Installation options - Free individual tier and Paid Professional Tier, Code Whisperer Features, Steps to Use CodeWhisperer from Visual Studio for Free.(You can connect Visual studio to Code whisperer now to get handson practice). The Instructions are available in Text in last Lecture of this tutorial for reference. 

Demos of creating and converting code snippets in Python,C, C++, C#,Java in Visual Studio covering Automatic creation of code snippets , Automatic Adding Exception handling code line items to existing codes and coverting code written in C language to C# language.

3- Amazon Bedrock tool , Foundation models , Foundation Models parameters , RAG Framework and its benefits.

Common Amazon Bedrock models Overview, Amazon Titan text Overview, Amazon Titan Embeddings Overview,AI21 Jurassic-2 Overview, Anthropic Claude 2 Overview, Stability AI (SDXL) Overview, Cohere Command Overview, InvokeModel API Overview, InvokeModelWithResponseStream API Overview. 

4- An overview of Amazon SageMaker Tool, An overview of Amazon EC2 instances Tool, An overview of Amazon Trainium Tool,

 An overview of AWS Inferentia Tool, An overview of Amazon EC2 Ultraclusters tool

AUTOMATION ANYWHERE RPA TOOL

1.  RPA basics - Introduction to Robotics Process Automation , RPA Benefits, Various tools available in market for Robotics Process Automation 

2. Commands/actions in 1st RPA tool - Automation Anywhere which are used for creation of the BOT codes including working with Excel Spreadsheets, PDF automation, Working with text files, Working with Webmail and mail clients like Outlook - like Sending Mails, Get Mail text etc, Working with databases, Working with Windows commands, Working with Services and others. 

3. Variables in Automation Anywhere Tool - Types of Variables including user created variables like integers , strings , arrays , boolean etc used in bot creation and system variables 

4. Automation Anywhere Triggers- Used for triggering some bot action on occurrence of specific events 

5. Automation Anywhere Demos which include working with excel files, text files , browser automation including capturing data from web and writing to text files and copying data from excel spreadsheets line by line to web form fields, use of logics like loops etc. 

UIPATH RPA TOOL

6. Commands/actions in 2nd RPA tool - UiPath which are used for creation of the BOT codes including working with Excel Spreadsheets, PDF automation, Working with text files, Working with Webmail and mail clients like Outlook - like Sending Mails, Get Mail text etc, Working with databases, Working with Windows commands, Working with Services and others. 

7. Variables in UIPath Tool - Types of Variables including user created variables like integers , strings , arrays , objects, boolean etc 

8. UIPath Demos which include working with excel files and browser automation including capturing data from web and writing to message box and copying data from excel spreadsheets to web form fields. 

BLUE PRISM RPA TOOL

9. Commands/actions in 3rd RPA tool - Blue Prism which are used for creation of the BOT codes including working with Excel Spreadsheets, PDF automation, Working with text files, Working with Webmail and mail clients like Outlook - like Sending Mails, Get Mail text etc, Working with databases, Working with Windows commands, Working with Services and others. 

10. Variables in Blue Prism Tool - Types of Variables including user created variables like Binaries,Collections,Dates,DateTimes,Flags,Images,Numbers,Passwords,Radio Buttons,Text,Times,TimeSpans

11. Blue Prism Demos which include working with retreiving excel files data and apending to text file and generating random ids as strings and manipulating strings with action commands 

 MICROSOFT POWER AUTOMATE RPA TOOL

12. Commands/actions in 4th RPA tool - Microsoft Power Automate which are used for creation of the BOT codes including working with Excel Spreadsheets, PDF automation, Working with text files, Working with Webmail and mail clients like Outlook - like Sending Mails, Get Mail text etc, Working with databases, Working with Windows commands, Working with Services and others. 

13. Variables in Microsoft Power Automate Tool - Types of Variables including user created variables like boolean, text , numbers, Custom object , list , data tables.

14. Microsoft Power Automate Demos which include working with copying data from first text file,appending to  second text file and retreiving text from a weather website and displaying in message box and working on Excel automation like adding rows , manipulating strings and adding worksheets.

By end of this course you will be able to learn Genertive AI and create coding snippets automatically and start creating bots using 4 RPA tools - Automation Anywhere , UIPath , Blue Prism , Microsoft Power Automate independently. 

Happy Learning !!