Intelligence Automation with AI and RPA

Course outline

Robotics Process Automation

• RPA – What & Why?
• RPA Benefits
• RPA Life Cycle & RPA Roles
• RPA Domain Services & RPA Use Cases
• RPA Industry Tools
• RPA UiPath & Complete Reference
• RPA Tools Product Comparison Matrix
• RPA Hands-On: Use Cases & BOT Build with Anywhere
• RPA Limitations in Service Delivery/ Bot based Automation Solutions
• RPA Challenges in Service Delivery/ Bot based Automation Solutions

Introduction To Artificial Intelligence (AI)

• History of AI
• Transformative Changes
• Understand AI System
  • .  Learning Systems
  • .  Reasoning
  • .  Expert Systems
  • .  Intelligent Agents
  • .  Heuristic Algorithms
  • .  Genetic Algorithms
  • .  Deep Learning Models
• What is Machine Learning?
• What is Deep Learning?
• Role of Machine learning & Deep Learning in AI
• Hardware for AI (CPU vs. GPU vs. TPU)
• Software Frameworks for AI
• Deep Learning Frameworks for AI
• AI as an enabler in Natural Language Processing
• Chatbots – One name, many usages
  • . Understanding of intent , model and response in different chatbots like
    Sales Chatbot, Customer Support Chatbot

Intelligent or Cognitive Process Automation

• IPA – What & Why?
• RPA Limitations and How to Overcome by IPA
• IPA Benefits
• IPA Tools and Technologies
• Intelligent Automation Platforms
• Intelligent Automation Component
  • .  NLP – Natural Language Processing
  • .  NLU – Natural Language Understanding
  • .  NLG – Natural Language Generations
  • .  DL – Deep Learning
  • .  CV – Computer Vision
• Understand Intelligent OCR/ OCR Engines.
• Understand UIPath and Cognitive Automation Options

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