Archive | Bedir Tapkan

2023²

April²

Using GPT for Qualitative Analysis

April 25, 2023 NLP Machine Learning Topic Classification Topic Modelling GPT-3.5 GPT-4 Few-shot Learning Zero-shot Learning LLMs 4124 words 20 min

Tackling Unconventional Data: A Guide to Optimizing Sentiment Analysis Models for Atypical Text

April 13, 2023 NLP Machine Learning Sentiment Analysis Transfer Learning HuggingFace Transformers 3426 words 17 min

2022³

November²

Object Detection ABCs - Setting Up Metrics

November 22, 2022 Machine Learning Deep Learning Computer Vision Object Detection 4463 words 21 min

NLP Series: ABC of Sentiment Analysis

November 1, 2022 NLP Machine Learning Sentiment Analysis 2385 words 12 min

October¹

Lecture Notes - Makemore Part 3: Activations & Gradients, BatchNorm

October 26, 2022 Machine Learning Deep Learning 1891 words 9 min

2020²

March²

Average Reward, Continuing Tasks and Discounting

March 11, 2020 Reinforcement Learning Control SARSA BetterRL 1321 words 7 min

Semi-Gradient Control Methods

March 10, 2020 Reinforcement Learning Control SARSA BetterRL 1733 words 9 min

2017¹

February¹

Counting Sort

February 1, 2017 Algorithms Competitive programming 737 words 4 min

2016³

November¹

Factorizing a Number

November 20, 2016 Algorithms Competitive programming 1119 words 6 min

September¹

Kadane’s Algorithm

September 18, 2016 Algorithms Dynamic Programming Competitive programming 760 words 4 min

February¹

Machine Learning Basics

February 27, 2016 Machine Learning Supervised Learning Unsupervised Learning 537 words 3 min