AI Builders
β±οΈ Length: 2.1 total hours
β 4.46/5 rating
π₯ 8,584 students
π March 2022 update
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- Course Overview
- This advanced course delves into leveraging the transformative power of Artificial Intelligence within Robotic Process Automation (RPA) using Microsoft Power Automate, specifically focusing on integrating AI Builder capabilities.
- Participants will move beyond basic automation to orchestrate sophisticated workflows that incorporate intelligent decision-making and data extraction powered by AI.
- The curriculum is designed to equip learners with the strategic understanding and practical skills to automate complex business processes that were previously unautomatable due to unstructured data or the need for human-like cognitive abilities.
- You will explore how to harness the predictive and analytical power of AI Builder models directly within your Power Automate flows, enabling end-to-end intelligent automation solutions.
- The course emphasizes the practical application of AI Builder components, such as form processing, object detection, text classification, and prediction, to enhance the efficiency and accuracy of your automated processes.
- A key focus will be on understanding the lifecycle of AI models within Power Automate, from creation and training to deployment and ongoing refinement.
- Learn to build dynamic and responsive automated solutions that can adapt to changing data patterns and business requirements.
- Understand the architectural considerations for deploying AI-powered RPA at scale within an enterprise environment.
- The course will also touch upon best practices for designing, developing, and managing robust and maintainable AI-driven automation solutions.
- Requirements / Prerequisites
- A foundational understanding of Microsoft Power Automate is essential; familiarity with basic flow creation, connectors, and common automation patterns is expected.
- Basic knowledge of Microsoft 365 applications, particularly those that integrate with Power Automate (e.g., SharePoint, Excel, Outlook), is beneficial.
- Familiarity with general business processes and the challenges associated with manual data handling or repetitive tasks.
- No prior AI or machine learning expertise is strictly required, as the course will introduce AI Builder concepts from an automation perspective.
- Access to a Microsoft Power Automate environment (a free trial or standard license will suffice for practical exercises).
- A Windows-based computer capable of running Power Automate Desktop (if applicable to advanced desktop flows).
- A willingness to experiment and explore new technologies to solve business problems.
- Skills Covered / Tools Used
- AI Builder Integration: Deep dive into using pre-built and custom AI Builder models within Power Automate.
- Intelligent Document Processing: Automating the extraction of information from documents (invoices, receipts, forms) using AI Builder’s form processing capabilities.
- Text Analytics: Implementing sentiment analysis, key phrase extraction, and language detection to process textual data.
- Image Recognition: Utilizing object detection models to identify and classify items within images.
- Predictive Modeling: Building and deploying predictive models to forecast business outcomes or identify trends.
- Custom Model Development (Conceptual): Understanding the principles of training and customizing AI Builder models for specific business needs.
- Advanced Power Automate Connectors: Leveraging a wider range of connectors to orchestrate complex, AI-enhanced workflows.
- Error Handling and Monitoring: Implementing robust error handling strategies for AI-driven automation.
- Data Transformation and Manipulation: Preparing data for AI models and processing their outputs effectively within flows.
- Workflow Orchestration with AI: Designing and building end-to-end automation solutions that seamlessly integrate AI components.
- Microsoft Power Automate: The primary platform for building and managing automated workflows.
- AI Builder: The suite of AI capabilities integrated within Power Automate.
- Benefits / Outcomes
- Enhanced Automation Capabilities: Transform your automation from simple task execution to intelligent process management.
- Increased Efficiency and Accuracy: Significantly reduce manual effort and human error in tasks involving data extraction and analysis.
- Unlocking Unstructured Data: Gain the ability to process and derive insights from data sources previously inaccessible to traditional RPA.
- Improved Decision-Making: Leverage AI-powered insights to support more informed and timely business decisions.
- Scalable Intelligent Solutions: Design and deploy automation solutions that can grow with your organization’s needs.
- Competitive Advantage: Stay ahead of the curve by implementing cutting-edge AI and RPA technologies.
- Empowerment of Business Users: Enable citizen developers to build sophisticated automation without deep AI development expertise.
- Reduced Operational Costs: Automate complex processes that traditionally required significant human resources.
- Faster Process Completion Times: Accelerate business operations through intelligent automation.
- Develop Expertise in a High-Demand Field: Acquire valuable skills in the rapidly growing areas of AI and RPA.
- PROS
- Excellent integration of AI capabilities directly into the familiar Power Automate environment.
- Focus on practical, real-world applications of AI in automation.
- Suitable for users with existing Power Automate knowledge looking to advance their skills.
- Covers a broad range of AI Builder functionalities for diverse automation needs.
- The course is updated, indicating relevance to current features.
- High student numbers and rating suggest a valuable and well-received learning experience.
- CONS
- May require a deeper understanding of specific business contexts to fully leverage AI model customization.
Learning Tracks: English,Development,No-Code Development
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