A naukri.com initiative
Medium
1w
16
Image Credit: Medium
I used GPT4o to Analyse The Cryptocurrency Market. These are my Lessons Learnt
- CryptoPanda is an AI-powered system that monitors various signals on the cryptocurrency market and provides actionable insights through an easily consumable daily email report.
- The surge score allows the coins to be ranked and prioritised by their potential.
- The CryptoPanda report lists recommended coins alongside a reason from the AI as to why that coin has been selected.
- The remaining component of CryptoPanda is its news summarisation capability, driven by GPT4o, summarising the main news from the day.
- The first key decision when creating an AI tool is deciding whether the model should be unsupervised or supervised.
- For the CryptoPanda tool, an unsupervised AI model was developed to avoid the need to collect labels.
- The CryptoPanda model makes use of decision stumps that heavily utilise static and sensibly set thresholds.
- An ensemble of decision stumps is used to arrive at the estimated cumulative surge score for a coin.
- CryptoPanda is capable of finding unique and useful insights on trends in the Cryptocurrency market.
- CryptoPanda is fully opensource on GitHub, allowing the community to further improve and build on top of the tool.
Read Full Article
1 Like
For uninterrupted reading, download the app