AI Builders
Why take this course?
π Course Title: Advanced RPA – Microsoft Power Automate With AI Builder
Unlock the Full Potential of Automation with AI Builder! π€β¨
Welcome to our comprehensive course on “Advanced RPA – Microsoft Power Automate With AI Builder” where you will embark on a journey to master the art of combining Robotic Process Automation (RPA) with Artificial Intelligence (AI) using Microsoft’s powerful suite, Power Automate. This course is designed to take your automation skills to the next level by leveraging the capabilities of AI Builder, making complex tasks simple and efficient.
Why Take This Course?
- π§ Harness the Power of AI: Learn how to integrate AI into your RPA workflows using Microsoft’s AI Builder without writing a single line of code!
- π Streamline Your Workflow: Discover how to automate and optimize your business processes with intelligent automation.
- π€ Improve Business Performance: Unlock new insights and drive better decision-making across your organization.
Course Structure:
π Lesson 1: Introduction to AI Builders
Get acquainted with the AI Builder platform, its features, and how it fits within the Power Platform ecosystem. We’ll cover what AI Builder is and why it’s a game-changer for your automation projects.
π§Ύ Lesson 2: Invoice Processing with AI Builder
Dive into a real-world application where AI Builder can save time and reduce errors in invoice processing. You’ll learn how to classify, extract data, and process invoices automatically.
πΈ Lesson 3: Receipt Processing with AI Builder
Learn how to capture information from various receipts using AI Builder’s text recognition capabilities, making it easy to manage expenses and financial records.
π Lesson 4: Text Recognition with AI Builder
Understand and apply the technology that enables AI Builder to read, interpret, and act on text data from different sources.
π«΅ Lesson 5: Business Card Model with AI Builder
Master the art of extracting contact information from business cards and populating your CRM or any other database effortlessly.
π Lesson 6: Entity Extraction Model With AI Builder
Learn to create models that identify and categorize key entities in unstructured text, enhancing data accuracy and consistency.
π₯ Lesson 7: Key Phrase Extraction Model With AI Builder
Discover how to extract important phrases and keywords from documents, which can be crucial for information retrieval, topic modeling, and content analysis.
π Lesson 8: Language Detection with AI Builder
Explore the capabilities of AI Builder in recognizing different languages within text data, paving the way for better multilingual support.
ποΈββΉοΈ Lesson 9: Object Detection with AI Builder
Learn how to recognize and count items within images using AI Builder’s object detection capabilities, ideal for inventory management or quality control processes.
π€ Lesson 10: Sentimental Analysis Model With AI Builder
Understand the nuances of sentiment analysis and how you can use AI Builder to gauge customer sentiment from text data, which can inform product development or marketing strategies.
Key Takeaways:
- Gain hands-on experience with AI Builder within Power Automate.
- Learn to build, train, and deploy AI models without coding.
- Explore a range of prebuilt AI models for immediate use.
- Understand how AI Builder can enhance text analysis, prediction, and document processing capabilities.
- Apply AI Builder’s features to real business scenarios, improving efficiency and decision-making.
By the end of this course, you will be well-equipped with the skills and knowledge to integrate AI into your RPA workflows, unlocking advanced automation potential within your organization. π
Enroll now and step into the future of automation and intelligence! Let’s make complex tasks simple and drive innovation together. πβ¨
- Course Caption:
- Unlock the next frontier of process automation. This advanced course propels your RPA expertise beyond basic task automation, integrating the transformative power of Microsoft Power Automate with intelligent capabilities fueled by AI Builder. Master the art of crafting sophisticated, intelligent workflows that not only execute tasks but also understand, adapt, and make decisions, revolutionizing business efficiency.
- AI Builders:
- Demystifying AI for Automation: Understand how AI Builder democratizes artificial intelligence, enabling citizen developers and IT professionals to infuse AI capabilities directly into their automated processes without extensive data science expertise.
- Pre-built & Custom AI Models: Explore AI Builder’s comprehensive suite of pre-built AI models, including form processing, object detection, text recognition, and sentiment analysis. Learn to train and deploy custom models tailored to your unique business data and challenges, making your automations truly intelligent and context-aware.
- Seamless Integration with Power Automate: Discover the powerful synergy between AI Builder and Power Automate. Learn to seamlessly embed AI capabilities into your cloud and desktop flows, transforming reactive automations into proactive, intelligent agents capable of handling unstructured data, complex decisions, and human-like interactions.
- Why take this course?
- Future-Proof Your RPA Skills: Stay ahead of the curve by mastering the integration of AI with RPA, a critical skill set for the evolving landscape of intelligent automation and digital transformation.
- Drive Significant Business Value: Learn to design and implement intelligent automation solutions that significantly reduce operational costs, enhance data accuracy, accelerate processing times, and free up human resources for strategic tasks.
- Become an Intelligent Automation Architect: Transition from an RPA developer to an intelligent automation architect, capable of designing end-to-end solutions that leverage both robotic process automation and artificial intelligence for complex business challenges.
- Maximize Your Microsoft Power Platform Investment: Gain deep insights into extending the capabilities of your existing Microsoft Power Automate implementations by leveraging the powerful AI Builder add-on, unlocking new levels of automation and insight.
- Career Advancement & Innovation: Equip yourself with highly sought-after skills that open doors to advanced roles in intelligent automation, business process optimization, and enterprise-level digital transformation initiatives.
- What You Will Learn:
- Advanced Power Automate Orchestration: Architect complex, multi-stage automation workflows integrating cloud flows, desktop flows (RPA for UI), and data connectors across disparate systems.
- Implementing AI Builder Form Processing: Configure and deploy AI models to automatically extract structured data from invoices, forms, and documents, significantly reducing manual data entry.
- Leveraging AI Builder Object Detection: Develop automation solutions that identify and count specific objects within images to automate inventory checks, quality control, or asset management processes.
- Integrating AI Builder Text Analytics: Apply sentiment analysis, key phrase extraction, and language detection to unstructured text data within emails, customer feedback, and documents for informed decision-making.
- Building Custom Prediction Models: Train and utilize custom AI Builder prediction models to forecast outcomes or classify data, embedding predictive intelligence into your automated workflows.
- Error Handling and Governance for Intelligent Bots: Implement robust error handling, logging, and monitoring strategies for resilient, scalable, and compliant advanced RPA solutions.
- Security and Best Practices in Enterprise RPA: Understand the critical security considerations, compliance requirements, and best practices for deploying intelligent automation at an enterprise scale.
- PROS:
- Comprehensive Skill Development: Blends advanced RPA with practical AI application, providing a holistic view of intelligent automation.
- Hands-On Project Focus: Emphasizes practical implementation through real-world scenarios and exercises, ensuring immediate applicability.
- Expert-Led Content: Designed and delivered by industry practitioners with deep knowledge of Power Automate and AI Builder.
- Cutting-Edge Technology: Focuses on the latest features and capabilities within Microsoft’s rapidly evolving Power Platform.
- CONS:
- Prerequisites Required: Assumes a foundational understanding of Microsoft Power Automate or general RPA concepts, potentially challenging for absolute beginners.