Improving Deep Neural Learning Networks (Part 2): Optimization Algorithms
- Amelia Nguyen
- 26 Mar 2026
Gradient descent is just the starting point — the real question is how fast and how reliably you can reach a good minimum.
Improving Deep Neural Learning Networks (Part 1): Practical Approaches and Applications to LLMs
- Amelia Nguyen
- 21 Mar 2026
From foundational Deep Learning training techniques to the algorithms powering modern Agentic AI. Part 1 of 4.
Why Should We Pay Attention To Reproducibility In Analysis Pipelines?
- Amelia Nguyen
- 30 Sep 2024
A practical guide to reproducible analysis pipeline.
Extract data from Google Datastore API with Python and Jupyter Notebook
- Amelia Nguyen
- 25 Sep 2024
I had a project that required a lot of work with Google Datastore. However, there is surprisingly few instructional materials for this part. So I hope my article could make the job easier!
Spotify Analysis: How Music Taste Changes Between Then & Now
- Amelia Nguyen
- 20 Aug 2021
This is a blog post for my first data analysis project: Spotify EDA, and also my first post featured on CodeX publication.
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