Blog
Notes on Learning and Building
A collection of my articles and build logs. Use the filters to browse by topic.
7results
- •26 min read
From Bigrams to Neural Networks: The First Step in Language Modeling
A hands-on walkthrough from count-based bigrams to a simple neural model.
- #NeuralNetworks
- #Math
- #Statistics
- +1
- •14 min read
Breaking the Sorting Barrier in Single-Source Shortest Paths
Exploring the ideas behind the new breakthrough paper, breaking the long-standing sorting barrier for single-source shortest paths.
- #Dijkstra
- #SSSP
- #Graph Algorithms
- +1
- •17 min read
Neural Networks: Linear Regression
From math to code: build linear regression from scratch and see how it connects to neural networks.
- #NeuralNetworks
- #Python
- #Math
- •10 min read
Building a Simple Web App with Firebase Authentication and Firestore: A Step-by-Step Guide
Step-by-step guide to building a task management web app with Firebase Authentication.
- #Firebase
- #Firestore
- #Authentication
- +3
- •8 min read
Building a Daily Vocabulary Newsletter with Python, Google Docs, and Google Sheets
Step-by-step guide to creating a Python-powered vocabulary newsletter using Google Docs, Google Sheets, and automated email delivery.
- #Python
- #Google APIs
- #Google Docs
- +3
- •17 min read
Neural Networks: Introduction
Introduction to Neural Networks.
- #NeuralNetworks
- #Python
- #Math
- •3 min read
Neural Networks: Roadmap and Sources
Roadmap for the Neural Networks series and main sources.
- #NeuralNetworks
- #Math
- #Sources