NLP SeriesJonathan Hui·FollowMar 29--ShareNLPNLP — Word Embedding & GloVeBERT is a major milestone in creating vector representations for sentences. But instead of telling the exact design of…medium.comNLP — BERT & TransformerGoogle published an article “Understanding searches better than ever before” and positioned BERT as one of the most…medium.comHow to scale the BERT Training with Nvidia GPUs?In 2015, ResNet-50 and ResNet-100 were introduced with 23M and 45M parameters respectively. Fast forward to 2018, the…medium.comWhat is new with GPT-4?On March 14th, GPT-4 was released. It gave us some insight into its progress toward achieving superhuman proficiency…jonathan-hui.medium.comHow much do I like ChatGPT?Andy Rachleff, an entrepreneur and investor, famously said that you know you have a strong product-market fit when your…jonathan-hui.medium.com
Jonathan HuimAP (mean Average Precision) for Object DetectionAP (Average precision) is a popular metric in measuring the accuracy of object detectors like Faster R-CNN, SSD, etc. Average precision…7 min read·Mar 7, 2018--52
Jonathan HuiMachine Learning — Singular Value Decomposition (SVD) & Principal Component Analysis (PCA)In machine learning (ML), one of the most important linear algebra concepts is the singular value decomposition (SVD). With all the raw…16 min read·Mar 6, 2019--33
Jonathan HuiUnderstanding Feature Pyramid Networks for object detection (FPN)Detecting objects in different scales is challenging in particular for small objects. We can use a pyramid of the same image at different…6 min read·Mar 27, 2018--28
Jonathan HuiObject detection: speed and accuracy comparison (Faster R-CNN, R-FCN, SSD, FPN, RetinaNet and…It is very hard to have a fair comparison among different object detectors. There is no straight answer on which model is the best. For…10 min read·Mar 27, 2018--16
Nimrita KoulNLP with Python Part 2 NLTKThis is the second article in the series of articles on Natural Language Processing (NLP) with Python. These articles cover the course…5 min read·Apr 5--
Pedro FuentesSentiment Analysis with RNNs and BERTDecoding Emotions in Text with Sentiment Analysis12 min read·Aug 20--
Tayyib Ul Hassan GondalDemystifying Transformers in NLPTransformers are taking over the world! Well, not really, but they are becoming increasingly important in the field of artificial…11 min read·Sep 15--
Oğuzhan KOÇAKLIinGameBrainzA Comprehensive Overview of “Attention is All You Need”The groundbreaking paper “Attention is All You Need” by Vaswani et al. introduced the Transformer model, which revolutionized the field of…4 min read·Apr 1--1
Sadaf SaleemNeural Networks in 10mins. Simply Explained!What are Neural Networks?9 min read·May 15--1
Dominik PolzerinTowards Data ScienceAll You Need to Know about Vector Databases and How to Use Them to Augment Your LLM AppsA Step-by-Step Guide to Discover and Harness the Power of Vector Databases·24 min read·5 days ago--6
