Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Mistral Multimodal Models for Government
- Overview of Mistral Medium and its multimodal capabilities for government use
- Optical Character Recognition (OCR) and document models, along with relevant use cases for government operations
- Integration with open-source ecosystems to enhance government technology stacks
OCR and Vision Pipelines for Government
- Fundamentals of OCR using Mistral models in a governmental context
- Preprocessing images and scanned documents for efficient government processing
- Extracting structured text from images to improve data management in government agencies
Document Understanding for Government Operations
- Designing Natural Language Processing (NLP) pipelines tailored for governmental document workflows
- Entity recognition, summarization, and classification techniques applicable to government documents
- Cross-modal linking of text and vision data to enhance document understanding in government settings
Search and Knowledge Applications for Government
- Vision-text search systems designed for government databases
- Building semantic search capabilities with OCR outputs to improve information retrieval in government repositories
- Managing and optimizing enterprise document repositories for government agencies
Assistive and Interactive Applications for Government
- User interface design for multimodal assistants tailored to government users
- Accessibility applications, such as vision-to-text tools, to support governmental inclusivity initiatives
- Real-world productivity tools for enhancing government efficiency and service delivery
Performance and Optimization for Government
- Scaling multimodal pipelines to meet the demands of large-scale government operations
- Inference performance tuning to ensure efficient and effective use of resources in government settings
- Evaluating accuracy and efficiency trade-offs to optimize governmental AI applications
Case Studies and Future Directions for Government
- Industry applications of multimodal AI relevant to government operations
- Research trends in OCR and document AI with implications for government practices
- Responsible AI considerations in vision-text tasks to ensure ethical and transparent use in government
Summary and Next Steps for Government
Requirements
- An understanding of natural language processing concepts for government applications
- Experience with Python and machine learning frameworks
- Familiarity with the fundamentals of computer vision
Audience
- Product development teams
- Machine learning researchers
- Applied machine learning engineers
14 Hours
