Add AI to your UiPath automations-learn intelligent document processing and AI-powered data mining.
Overview
The first section dives deep into the key concepts related to AI Center such as Projects, ML skills, Pipelines and more thereby enabling you to manage ML models with UiPath AI Center.
The next section covers in depth the Document Understanding capability of UiPath by implementing Document Understanding framework activities, using out-of-the-box ML extractors, training a custom ML extractor and building an end-to-end DU project using the Document Understanding process template.
The final section covers in depth UiPath Communications Mining model training and how to use it to build projects meant to analyze and extract data from unstructured communication.
The overall learning plan takes around 17 hours to complete. At the end of this specialized AI training, you’ll receive a digital badge for Specialized AI Professional.
The full list of courses that make up the Automation Developer – Specialized AI Professional training can be found in the ‘learning plan curriculum’ tab. You can click on a specific course to view its specific agenda and learning objectives.
Skills Covered
- UiPath AI Center
- UiPath Document Understanding
- UiPath Communications Mining
- Assessment
Prerequisites
Before diving into the SAI Professional Learning Plan, we recommend that you first complete the Specialized AI Associate Learning Plan.
This foundational plan covers essential AI concepts and skills that will set you up for success in the Professional-level content. It’ll make your journey through the SAI Professional LP a lot smoother and smarter.
Target Audience
The Specialized AI Professional is a specialization for Automation Developers, meant to help them diversify their skillset and be able to tackle more complex projects involving documents and unstructured communications data through AI.
UiPath AI Center
- Managing ML models with UiPath AI Center (v2024.10)
UiPath Document Understanding
- Train ML models for document understanding (v2024.10)
- The Document Understanding Process template in Studio (v2024.10)
- Active learning in modern projects of UiPath Document Understanding (v2024.10)
UiPath Communications Mining
- Taxonomy design (v2024.10)
- Model training deep dive: Setup (v2024.10)
- Model training deep dive: Discover (v2024.10)
- Model training deep dive: Explore (v2024.10)
- Model training Deep Dive: Refine and maintain (v2024.10)
- Using UiPath Communications Mining for analytics and monitoring (v2024.10)
- Feedback Survey
Assessment
- Automation Developer – Specialized AI Professional (v2024.10) Assessment
Exam & Certification
UiPath Certified Professional Specialized AI Professional.
This certification is expected to have extensive, hands-on experience with UiPath Document Understanding, Communication Mining, and AI Center. They are able to independently build and lead AI-Powered production-level automations.
The Specialized AI Professional Certification focuses on assessing knowledge and skills in constructing and deploying intelligent robots with cognitive capability encompassing AI, ML, and NLP.
The Specialized AI Professional is a credential that represents a high level of expertise, particularly suited for roles such as Advanced Automation Developers, Solution Architects, Automation Architects, and other related positions.
Training & Certification Guide
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