UiPath Document Understanding Training - OCR & AI Extraction
Master the art of document automation with our specialized training program focused on UiPath's Document Understanding capabilities. This comprehensive course equips you with the skills needed to streamline document processing using cutting-edge technologies like machine learning models and AI integrations. Join us to transform your approach to handling complex documents efficiently.
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Corporate Pricing
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Training Provider Pricing
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Features
Classification
Focus Area Course
- Addresses skill gaps across industries
- Emphasizes emerging technologies and practices
- Enhances workforce capabilities
- Verified by industry experts
- Broadly applicable across sectors
Subsidies
What you'll learn
- Integrate AI models using UiPath AI Center for enhanced document processing capabilities.
- Understand the fundamentals of UiPath Document Understanding framework.
- Gain proficiency in using different extraction techniques including RegEx and ML models.
- Learn to set up taxonomy for effective document categorization.
- Develop practical skills through hands-on tasks like building workflows for purchase order extraction.
- Explore various OCR engines and configure them for digitizing documents.
- Apply best practices in creating robust document understanding frameworks.
Why should you attend?
This course provides a comprehensive exploration of document understanding using UiPath, guiding learners through the intricacies of automating document processing. It begins with an introduction to what constitutes a document and how UiPath's Document Understanding framework can be leveraged to automate the extraction and processing of information from various document types. The course delves into the structure of document understanding workflows, comparing Optical Character Recognition (OCR) with more advanced document understanding techniques. Participants will learn how to set up taxonomy, which is crucial for organizing and categorizing documents effectively within workflows. As the course progresses, learners will gain insights into digitizing documents, choosing appropriate OCR engines, and configuring them for optimal performance. The classification module introduces different classifier types and focuses on training intelligent keyword classifiers for improved accuracy. Extraction techniques are covered in detail, including the use of regular expressions, form extractors, and machine learning models. Practical applications provide hands-on experience in building basic workflows for tasks such as purchase order extraction. Advanced topics include human-in-the-loop validation processes, exporting results efficiently, and integrating AI models through UiPath's AI Center. The course concludes with real-world use cases and troubleshooting strategies to ensure learners can apply their knowledge effectively in industry scenarios.
Course Syllabus
Day 1 - Document Understanding Fundamentals
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Advanced Extraction Techniques
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Day 3 - End-to-End Implementation
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Ratings and Reviews
Instructor
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Instructor Reviews
Tasmeea Rahman
Data Analytics & Engineering Training Specialist"Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative."
"Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges."
"The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion."
FAQ
Frequently Asked Questions About This Course
Courses you may like
Why should you attend?
This course provides a comprehensive exploration of document understanding using UiPath, guiding learners through the intricacies of automating document processing. It begins with an introduction to what constitutes a document and how UiPath's Document Understanding framework can be leveraged to automate the extraction and processing of information from various document types. The course delves into the structure of document understanding workflows, comparing Optical Character Recognition (OCR) with more advanced document understanding techniques. Participants will learn how to set up taxonomy, which is crucial for organizing and categorizing documents effectively within workflows. As the course progresses, learners will gain insights into digitizing documents, choosing appropriate OCR engines, and configuring them for optimal performance. The classification module introduces different classifier types and focuses on training intelligent keyword classifiers for improved accuracy. Extraction techniques are covered in detail, including the use of regular expressions, form extractors, and machine learning models. Practical applications provide hands-on experience in building basic workflows for tasks such as purchase order extraction. Advanced topics include human-in-the-loop validation processes, exporting results efficiently, and integrating AI models through UiPath's AI Center. The course concludes with real-world use cases and troubleshooting strategies to ensure learners can apply their knowledge effectively in industry scenarios.
What you'll learn
- Integrate AI models using UiPath AI Center for enhanced document processing capabilities.
- Understand the fundamentals of UiPath Document Understanding framework.
- Gain proficiency in using different extraction techniques including RegEx and ML models.
- Learn to set up taxonomy for effective document categorization.
- Develop practical skills through hands-on tasks like building workflows for purchase order extraction.
- Explore various OCR engines and configure them for digitizing documents.
- Apply best practices in creating robust document understanding frameworks.
Course Syllabus
Day 1 - Document Understanding Fundamentals
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Advanced Extraction Techniques
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Day 3 - End-to-End Implementation
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Instructor Reviews
Tasmeea Rahman
Data Analytics & Engineering Training Specialist"Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative."
"Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges."
"The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion."
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Classification
Focus Area Course
- Addresses skill gaps across industries
- Emphasizes emerging technologies and practices
- Enhances workforce capabilities
- Verified by industry experts
- Broadly applicable across sectors
Subsidies
Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
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FAQ
Frequently Asked Questions About This Course
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