Description
Hugging Face for Artificial Intelligence is a custom-tailored session focused on solving customized training needs with Hugging Face. Throughout the training, students will build custom Hugging Face solutions using custom-built curriculums and methodologies. At the end of training, students will have developed bespoke solutions for work portfolios as well as improved technical skillsets in Hugging Face and enhanced conceptional understandings of artificial intelligence.
Benefits
• Bespoke solutions for work portfolios
• Technical skillsets in Transformers, Diffusers, Gradio, and Spaces
• Conceptual understandings of text models, image models, audiovisual models, user interface, and app hosting
• Live private trainings
• Continuous learning resources
Topics
1. Text Models using Transformers:
– Text Generation
– Text Summarization
– Text and Table Question Answering
– Text, Token, and Zero-Shot Classification
– Text Fill-Mask
2. Image Models using Diffusers (coming soon)
3. Audiovisual Models using Transformers and Diffusers (coming soon)
4. User interface using Gradio
5. App hosting using Spaces
Deliverables
• 60-min live private training via Google Meet
Requirements
• Hugging Face, Google Colab, and Python
• Private information secured during screensharing
Policies
• Scheduling Policy – Scheduling is in 60-min increments. Attendance will be charged in full at start of each 60-min increment.
• Cancellation Policy – Cancelled or Missed attendance without 24-hr notice will be charged in full and ineligible for rescheduling, exchange, or refund. Late arrival over 15-min will be considered Missed.
