Blog
2025
From Bigrams to Neural Networks: The First Step in Language Modeling
8 Sept 2025 · ~26 min
- #NeuralNetworks
- #Math
- #Statistics
- +1 more
A hands-on walkthrough from count-based bigrams to a simple neural model.
Breaking the Sorting Barrier in Single-Source Shortest Paths
1 Sept 2025 · ~14 min
- #Dijkstra
- #SSSP
- #Graph Algorithms
- +1 more
Exploring the ideas behind the new breakthrough paper, breaking the long-standing sorting barrier for single-source shortest paths.
Neural Networks: Linear Regression
25 Jan 2025 · ~17 min
- #NeuralNetworks
- #Python
- #Math
From math to code: build linear regression from scratch and see how it connects to neural networks.
2024
Building a Simple Web App with Firebase Authentication and Firestore: A Step-by-Step Guide
28 Aug 2024 · ~10 min
- #Firebase
- #Firestore
- #Authentication
- +3 more
Step-by-step guide to building a task management web app with Firebase Authentication.
Building a Daily Vocabulary Newsletter with Python, Google Docs, and Google Sheets
21 Aug 2024 · ~8 min
- #Python
- #Google APIs
- #Google Docs
- +3 more
Step-by-step guide to creating a Python-powered vocabulary newsletter using Google Docs, Google Sheets, and automated email delivery.
Neural Networks: Introduction
3 Aug 2024 · ~17 min
- #NeuralNetworks
- #Python
- #Math
Introduction to Neural Networks.
Neural Networks: Roadmap and Sources
1 Aug 2024 · ~3 min
- #NeuralNetworks
- #Math
- #Sources
Roadmap for the Neural Networks series and main sources.