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All posts ordered by publication date.

25

2025

Regression

Module 3 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 2 of Supervised Learning Series.

Decision Trees

Module 2 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 1 of Supervised Learning Series.

Introduction

Introductory Module of CS 7641 - Machine Learning @ Georgia Tech.

Remote Procedure Calls

Module 13 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Distributed Shared Memory

Module 15 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Datacenter Technologies

Module 16 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Distributed File Systems

Module 14 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Virtualization

Module 12 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

IO Management

Module 11 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Synchronization Constructs

Module 10 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Memory Management

Module 8 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Inter-Process Communication

Module 9 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Thread Performance

Module 6 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Scheduling

Module 7 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

PThreads

Module 4 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Thread Design

Module 5 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Threads and Concurrency

Module 3 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Processes

Module 2 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Introduction to Operating Systems

Module 1 of CS 6200 - Graduate Introduction to Operating Systems @ Georgia Tech.

Translation and ASR (Meta)

Module 19 of CS 7643 - Deep Learning @ Georgia Tech.

Responsible AI

Module 16 of CS 7643 - Deep Learning @ Georgia Tech.

Reinforcement Learning

Module 17 of CS 7643 - Deep Learning @ Georgia Tech.

Scalable Training

Module 15 of CS 7643 - Deep Learning @ Georgia Tech.

Unsupervised and Semi-Supervised Learning

Module 18 of CS 7643 - Deep Learning @ Georgia Tech.

Responsible AI

Module 14 of CS 7650 - Natural Language Processing @ Georgia Tech.

Private AI (Meta)

Module 13 of CS 7650 - Natural Language Processing @ Georgia Tech.

Machine Translation

Module 12 of CS 7650 - Natural Language Processing @ Georgia Tech.

Advanced Computer Vision Architectures

Module 8 of CS 7643 - Deep Learning @ Georgia Tech.

CNN Visualization

Module 7 of CS 7643 - Deep Learning @ Georgia Tech.

CNN Backprop + Common Architectures

Module 6 of CS 7643 - Deep Learning @ Georgia Tech.

Convolutional and Pooling Layers

Module 5 of CS 7643 - Deep Learning @ Georgia Tech.

Open Domain Question Answering (Meta)

Module 11 of CS 7650 - Natural Language Processing @ Georgia Tech.

Embeddings (Meta)

Module 14 of CS 7643 - Deep Learning @ Georgia Tech.

Generative Modeling

Module 13 of CS 7643 - Deep Learning @ Georgia Tech.

Denoising Diffusion Probabilistic Models

Supplement to Module 13 of CS 7643 - Deep Learning @ Georgia Tech.

Optimization of Deep Neural Networks

Module 3 of CS 7643 - Deep Learning @ Georgia Tech.

Data Wrangling (Meta)

Module 4 of CS 7643 - Deep Learning @ Georgia Tech.

Machine Reading

Module 10 of CS 7650 - Natural Language Processing @ Georgia Tech.

Acadia National Park

Recap of my trip to Acadia National Park in Maine.

Linear Classifiers and Gradient Descent

Module 1 of CS 7643 - Deep Learning @ Georgia Tech.

Neural Networks

Module 2 of CS 7643 - Deep Learning @ Georgia Tech.

Machine Translation (Meta)

Module 12 of CS 7643 - Deep Learning @ Georgia Tech.

Neural Attention Models (Meta)

Module 11 of CS 7643 - Deep Learning @ Georgia Tech.

Language Modeling (Meta)

Module 10 of CS 7643 - Deep Learning @ Georgia Tech.

Applications Summarization (Meta)

Module 9 of CS 7650 - Natural Language Processing @ Georgia Tech.

Introduction to Structured Representations

Module 9 of CS 7643 - Deep Learning @ Georgia Tech.

Task-Oriented Dialogue (Meta)

Module 8 of CS 7650 - Natural Language Processing @ Georgia Tech.

Information Retrieval (Meta)

Module 7 of CS 7650 - Natural Language Processing @ Georgia Tech.

Backpacking Loyalsock/Link Loop

Recap of my trip to Worlds End State Park in Northcentral PA.

Modern Neural Architectures

Module 6 of CS 7650 - Natural Language Processing @ Georgia Tech.

Semantics

Module 5 of CS 7650 - Natural Language Processing @ Georgia Tech.

Language Modeling

Module 4 of CS 7650 - Natural Language Processing @ Georgia Tech.

Classification

Module 3 of CS 7650 - Natural Language Processing @ Georgia Tech.

Introduction to Natural Language Processing

Module 1 of CS 7650 - Natural Language Processing @ Georgia Tech.

NLP Foundations

Module 2 of CS 7650 - Natural Language Processing @ Georgia Tech.

26

2026

Scandinavian Defense

Summary of common positions + tactical motifs apparent in the Scandinavian Defense.

Feature Extraction

Module 15 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 4 of Unsupervised Learning Series.

Information Theory

Module 16 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 5 of Unsupervised Learning Series.

Feature Selection

Module 14 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 3 of Unsupervised Learning Series.

Randomized Optimization

Module 12 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 1 of Unsupervised Learning Series.

Clustering

Module 13 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 2 of Unsupervised Learning Series.

Game Theory (Part 2)

Module 20 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 4 of Reinforcement Learning Series.

Game Theory (Part 1)

Module 19 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 3 of Reinforcement Learning Series.

Markov Decision Processes

Module 17 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 1 of Reinforcement Learning Series.

Reinforcement Learning

Module 18 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 2 of Reinforcement Learning Series.

Bayesian Learning

Module 10 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 9 of Supervised Learning Series.

Bayesian Inference

Module 11 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 10 of Supervised Learning Series.

Kernel Methods and SVMs

Module 7 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 6 of Supervised Learning Series.

Computational Learning Theory

Module 8 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 7 of Supervised Learning Series.

VC Dimension

Module 9 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 8 of Supervised Learning Series.

Vienna Game

Summary of common positions + tactical motifs apparent in the Vienna Game.

Ensemble Learning

Module 6 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 5 of Supervised Learning Series.

Neural Networks

Module 4 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 3 of Supervised Learning Series.

Instance-Based Learning

Module 5 of CS 7641 - Machine Learning @ Georgia Tech. Lesson 4 of Supervised Learning Series.