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AI Autiomation and RPA

Online | Self-paced | Start Anytime
Intermediate
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About the Course

This course provides a comprehensive introduction to AI Automation and Robotic Process Automation (RPA) with a focus on UiPath. Participants will learn foundational RPA concepts, explore AI-driven automation, and develop hands-on experience with real-world bot projects. The course includes end-to-end bot development, bot management using UiPath Orchestrator, and a capstone project for practical application.

Curriculum

  • Module 1: Introduction to AI Automation and RPA

    Overview:

    Gain foundational knowledge of AI automation and RPA, covering key definitions, industry trends, and business use cases. Learn how AI-driven automation is transforming operational efficiency.

    Topics to Cover:

    • Overview of AI and RPA concepts
    • Differences between traditional automation and AI-driven automation
    • Real-world industry use cases and applications of RPA

  • Module 2: RPA Tools and UiPath Platform Introduction

    Overview:

    Learn about popular RPA tools, with a hands-on focus on UiPath. This module covers setup, basic navigation, and environment configuration for building RPA solutions.

    Topics to Cover:

    • Introduction to leading RPA tools (UiPath, Automation Anywhere, Blue Prism)
    • Setting up and configuring UiPath Studio
    • UiPath Studio interface, components, and basic functionalities

  • Module 3: Core RPA Bot Development

    Overview:

    Develop practical RPA bots using UiPath to automate various tasks. This module offers a step-by-step approach to bot creation, covering multiple real-world scenarios.

    Topics to Cover:

    • Bot 1: Clothing Consultant – Automate personalized clothing recommendations.
    • Bot 2: Dynamic Fields Capture – Capture data from dynamic fields in web forms.
    • Bot 3: Real Estate Scraping – Automate data collection from real estate listings.
    • Bot 4: PDF Bank Statement Extraction – Extract and process financial data from PDF documents.
    • Bot 5: Optical Character Recognition (OCR) – Use OCR to recognize and extract text from images.
    • Bot 6: Email Automation – Automate tasks related to reading, sorting, and responding to emails.

  • Module 4: Integrating AI into RPA

    Overview:

    Discover how to enhance RPA with AI technologies like machine learning and NLP. This module teaches integration techniques to create intelligent, adaptable bots for more complex tasks.

    Topics to Cover:

    • Overview of AI technologies in RPA (machine learning, NLP, computer vision)
    • Building intelligent bots with AI-enhanced capabilities
    • Case studies on successful AI-augmented RPA implementations

  • Module 5: RPA Workflow Design and Best Practices

    Overview:

    This module provides best practices in RPA workflow design, focusing on efficient and scalable bot development. Topics include common challenges in RPA implementation and strategies for reliability.

    Topics to Cover:

    • Best practices in designing and developing RPA workflows
    • Workflow optimization for performance and scalability
    • Troubleshooting and maintaining RPA bots

  • Module 6: UiPath Orchestrator and Automation Management

    Overview:

    Explore UiPath Orchestrator to learn how to deploy, monitor, and scale bots across various business processes. This module focuses on centralized bot management and monitoring.

    Topics to Cover:

    • Introduction to UiPath Orchestrator functionalities
    • Deploying bots, scheduling tasks, and managing logs
    • Monitoring bot performance and handling exceptions

  • Module 7: Real-World Applications and Capstone Project

    Overview:

    Apply your knowledge in a hands-on capstone project. In this module, participants will design, develop, and deploy a comprehensive RPA solution, gaining practical experience with project lifecycle management.

    Topics to Cover:

    • Project planning: identifying a suitable process for automation
    • End-to-end bot development and testing
    • Final project presentation and showcasing improvements

Learning Outcomes

By the end of this course, participants will be able to:

  • Understand RPA fundamentals and their impact on business processes.
  • Develop and deploy automation workflows using UiPath Studio.
  • Integrate AI components to build intelligent, adaptable RPA bots.
  • Manage and monitor bots at scale with UiPath Orchestrator.
  • Design and complete an end-to-end RPA project, demonstrating practical automation skills.

Tools

UiPath Studio: Main development tool for building RPA workflows.
UiPath Orchestrator: Platform for deploying and managing bots.
Optical Character Recognition (OCR): Integrated with UiPath for text extraction from images.
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My experience was awesome. I was taught by professional data engineers who shared their insights based on their professional experience. The topics covered are relevant to what employers are looking for and I enjoyed hands-on projects. I learned all the skills I needed to be a data engineer and I got a full-time offer as a data engineer, thanks to the mentors from WecloudData. I highly recommend this program. I was able to land interviews at Amazon, Yelp, CI Financial e.t.c

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FAQ

Frequently asked questions about the bootcamp

The course is structured into weekly modules, each containing video lectures, reading materials, assignments, and quizzes. You can complete the modules at your own pace, but we recommend following the weekly schedule to stay on track.

You can get support in multiple ways:

  • TA Support on Slack: Our teaching assistants are available on Slack to answer your questions and provide guidance.
  • Peer Community on Discord: Join our Discord community to discuss course topics, share ideas, and collaborate with fellow students.

TAs are available on Slack from 9 AM to 6 PM (ET) Monday to Friday. Outside these hours, you can still post your questions, and TAs will respond as soon as they are back online.

After enrolling in the course, you will receive an invitation link to join the Discord community. Follow the link to create an account or log in to your existing account.

The Discord community offers peer-to-peer support, where you can discuss course topics, share resources, collaborate on projects, and network with fellow learners

The optional mentoring service includes one-on-one sessions with an experienced mentor who can provide personalized guidance, feedback on your progress, and help you set and achieve your learning goals.

Please talk to our Program Advisors to sign up for Mentorship services for an additional cost

Yes, you will have lifetime access to the course materials, including any updates made to the content in the future.

We accept all major credit cards, PayPal, and bank transfers. You can choose your preferred payment method at checkout

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