AI Builders
β±οΈ Length: 2.1 total hours
β 4.46/5 rating
π₯ 12,483 students
π March 2022 update
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- Course Overview
- This comprehensive course delves into the advanced capabilities of Microsoft Power Automate, with a specific focus on integrating the power of AI Builder to automate complex business processes.
- Students will transition from basic workflow automation to sophisticated solutions that leverage artificial intelligence for intelligent decision-making and data processing within their automated workflows.
- The curriculum is designed to equip learners with the knowledge and practical skills to build end-to-end automated solutions that can understand, interpret, and act upon unstructured or semi-structured data, significantly enhancing operational efficiency and accuracy.
- We will explore real-world use cases and practical examples demonstrating how to combine the robust automation features of Power Automate with the cutting-edge AI capabilities of AI Builder.
- The course emphasizes a hands-on approach, encouraging participants to build and deploy their own intelligent automation solutions.
- You will learn to design workflows that go beyond simple data manipulation, incorporating elements like document understanding, form processing, and predictive modeling.
- This advanced program is ideal for professionals seeking to elevate their automation expertise and drive digital transformation within their organizations.
- Requirements / Prerequisites
- A foundational understanding of Microsoft Power Automate is strongly recommended, including experience with creating basic flows, connectors, and triggers.
- Familiarity with general business process automation concepts and terminology is beneficial.
- Access to a Microsoft Power Automate environment (trial or licensed) is required for practical exercises.
- Basic knowledge of data structures and common data formats (e.g., CSV, JSON, documents) will be helpful.
- While not strictly mandatory, an awareness of AI concepts and their applications in business would enhance the learning experience.
- Participants should possess a willingness to experiment and problem-solve within the Power Automate and AI Builder platforms.
- Skills Covered / Tools Used
- Advanced Power Automate Flow Design: Mastering complex conditions, loops, parallel branches, and error handling for robust automation.
- AI Builder Integration: Deep dive into leveraging AI Builder models within Power Automate flows.
- Document Processing Automation: Building flows to extract information from documents using AI Builder’s pre-built and custom models (e.g., receipt processing, invoice extraction).
- Form Processing and Data Extraction: Automating the extraction of data from forms and surveys.
- Text Classification and Prediction: Implementing AI models to categorize text data or predict outcomes based on patterns.
- Entity Recognition: Identifying and extracting key entities from unstructured text.
- Custom AI Model Development (Introduction): Understanding the principles of training and deploying custom AI Builder models for specific business needs.
- Connector Management: Efficiently connecting Power Automate to various data sources and services.
- Data Transformation and Manipulation: Advanced techniques for preparing data for AI models and subsequent automation steps.
- Troubleshooting and Optimization: Strategies for debugging and enhancing the performance of intelligent automation solutions.
- Microsoft Power Automate Desktop (Optional but relevant): Understanding how desktop automation can complement cloud flows.
- Azure AI Services (Conceptual understanding): Gaining insight into the underlying AI technologies powering AI Builder.
- Benefits / Outcomes
- Enhanced Automation Capabilities: Ability to automate more complex and nuanced business processes that require intelligent data handling.
- Increased Operational Efficiency: Significantly reduce manual effort and time spent on repetitive tasks involving data analysis and processing.
- Improved Data Accuracy and Consistency: Minimize human error through intelligent data extraction and validation.
- Faster Decision-Making: Leverage AI insights to drive more informed and timely business decisions.
- Digital Transformation Acceleration: Become a key contributor in driving digital transformation initiatives within your organization.
- Competitive Advantage: Implement innovative solutions that set your organization apart by harnessing the power of AI.
- Career Advancement: Acquire in-demand skills in the rapidly growing field of intelligent automation.
- Solution Design Expertise: Develop the ability to architect and deploy end-to-end intelligent automation solutions.
- Cost Reduction: Automating processes with AI can lead to substantial cost savings by optimizing resource allocation.
- Empowerment of Business Users: Enable business users to leverage AI within their everyday workflows without deep technical expertise.
- PROS
- Focuses on the practical integration of AI with RPA, a highly sought-after skill set.
- Leverages well-established and widely adopted Microsoft technologies.
- Provides hands-on experience with real-world automation scenarios.
- Covers a broad spectrum of AI Builder capabilities for diverse automation needs.
- Offers insights into building more intelligent and adaptive automated workflows.
- CONS
- Requires prior foundational knowledge of Power Automate for optimal benefit.
Learning Tracks: English,Development,No-Code Development
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