3.8 KiB
3.8 KiB
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- #+BEGIN_PINNED This is a space where new technologies / ideas are explored. This is the starting point with links to notes presenting ideas that are matured while reading technical documents. #+END_PINNED
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Writing Challenges
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AI Playground
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Agentic AI
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Documentazione tecnica
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Reading
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Some thoughts
- E' necessario prendere dimestichezza con qualche tool / framework di interesse per PROJECTS/MOSAICO. Anche Model Context Protocol (MCP) e' qualcosa da vedere piu' da vicino.
- I need to make some practice with ML models, DL ones and also with LLMs. Deeply understanding their difference is also necessary!
- Concepts to be further understood:
- Batch size
- Epoc
- Concerning hyper-parameter values:
- learning rate (e.g.,
5 \times 10^{-5}) - Optimizer (e.g., AdamW)
- Scheduler (e.g., linear decay)
- learning rate (e.g.,
- Concerning pretrainedmodels relevant concepts are early stopping, with checkpoints saved every epoch, a delta of 0.005, and a patience of 5
- Concepts to be further understood:
- I need to do some hands-on sessions to understand technical details.
- As general comments for doing so, maybe I could schedule a couple of hours on Saturday or Sunday with a dedicated session for exploring new technologies and to gain insights from them.
- Following the previous point, I think it is important to schedule also writing sessions when I can push myself beyond my confort zone concerning my writing capabilities. I need to improve them, both in English and Italian.
- I could spend one hour per night on reading and writing, forgetting about University duties and thus just focusing on such empowering sessions dedicated to make practice on writing in general.
- The previous suggestion is a good one. However, I have to finish at least the work related to the PhD admission of the students of the XL cycle, the pending reviews, and the TESORO paper.
- I could define the requirements of a simple application to be developed from my side.
- Exercises to improve memory skills
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- Memory games: Play memory games such as Sudoku, crossword puzzles, or memory matching games to challenge your brain and improve your memory. id:: 683a1565-a352-4a9a-9b3f-c41c8703673f
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- Reading: Regular reading, especially of challenging material, can help improve your memory and cognitive skills. Try reading a variety of genres and subjects to keep your brain engaged and active.
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- Writing: Keep a journal or diary to practice your writing skills and improve your memory. Writing down your thoughts, experiences, and goals can help you remember important information and make connections between different concepts.
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- Mindfulness exercises: Practicing mindfulness, such as meditation or deep breathing exercises, can help improve your concentration and focus, which can in turn improve your memory.
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- Mnemonic devices: Use mnemonic devices, such as acronyms or visualization techniques, to help you remember information more effectively. This can be especially helpful for remembering lists or complex information.
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- Physical exercise: Regular physical exercise can improve blood flow to the brain, which can help enhance memory and cognitive function. Try incorporating aerobic exercises, strength training, or yoga into your routine to keep your brain healthy and active.
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- Sleep: Make sure you are getting enough quality sleep each night, as sleep plays a crucial role in memory consolidation. Establish a regular sleep schedule and create a relaxing bedtime routine to help improve your memory retention.
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