Tag: Machine Learning

All the articles with the tag "Machine Learning".

• Traditional Natural Language Processing (NLP) Tasks: Understanding What Large Language Models (LLMs) Can Do For You

  Published:10 Jun 2024

  Knowing traditional NLP tasks is useful to understand the capabilities of (Large) Language Models. Although LLMs may outperform in many areas, smaller fine-tuned models will always have a place due to their faster latency and lower costs. Here is an overview of NLP tasks.

• How I Stay Up-To-Date On The Latest AI Advancements Without Feeling Overwhelmed

  Published:24 May 2024

  Keeping up with the latest breakthroughs and industry trends can feel like an endless pursuit, leading to information overload. With so much information available, it’s easy to feel overwhelmed. Here’s how I stay updated without getting bogged down.

• Decoding Kaggle's 2023 AI Report: Essential Tips for Machine Learning with Tabular Data 🔍📈

  Published:30 Oct 2023

  For this blog post, I'll focus on tabular and time-series data (in the context of machine learning (ML) competitions) since this is the most common data type that data scientists face and has the highest applicability/utility.

• 🔍 Unmasking the Unusual: An Intro to Anomaly Detection

  Published:21 Sep 2023

  In this beginner-friendly post I’ll introduce the concept of anomaly detection, also known as outlier detection, focusing on the popular technique of density estimation.

• 🎉 One Month in Singapore's AI Scene 🤖

  Published:6 Sep 2023

  Here’s an overview of what I’ve been up to and my main takeaways from 24 hours of meetups and conferences on Generative AI, Machine Learning for finance, and Data Engineering.