π§ Daily Study Log [2025-09-15]
Explored blockchain applications in real estate, deepened understanding of deep learningβs mathematical foundations, developed a new decentralized housing review idea, and completed the final stage of Transformer paper study.
π Classes
- Blockchain & Cryptocurrency: Learned about Ethereum and reflected on how blockchain immutability could improve transparency in real estate reviews.
- Deep Learning: Studied mathematical foundations of deep learning. Realized that combining theoretical insights with experimentation could lead to faster identification of optimal models.
π‘ Idea
- Proposed a new fintech idea: Decentralized Housing Review Platform
- Aims to enable transparent, immutable, and decentralized reviews in the housing market, supporting fairer peer-to-peer transactions.
π Paper Study
- Completed Day 5 of Transformer paper study.
- Examined training details such as learning rate scheduling, loss functions, and experimental setup.
- Gained deeper appreciation for the mathematical principles and innovative design of the Transformer architecture.
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TL;DR
π Learned about Ethereum and its possible application to housing transparency
π Studied deep learning mathematics for model optimization
π Proposed Decentralized Housing Review Platform idea
π Completed Transformer Day 5 with insights into training details and design rationale