#kaggle-competition

From Kaggle Competition to Farm-Ready Tool: Deep Learning for Pasture Biomass Prediction

Precision grazing decisions depend on one simple question: how much usable feed is actually in the paddock? Traditionally, answering that…

Took Screenshots — now there is no ESCAPE !

I’m building my profiles. All four of them. At the same time.

From Starlight to Machine Learning : A Stellar Classification Case Study

An end-to-end machine learning workflow featuring EDA, feature engineering, class imbalance handling, LightGBM, and model interpretation.

6 Competitions You Can Join Right Now to Improve Your Data Skills

If you’re learning data analytics or data science, one of the fastest ways to improve is this:

You Will Learn More From One Failed Kaggle Submission Than From Ten Completed Online Courses

Certificates feel like progress. Failure actually is.

From Prompts to Pipelines: What I Learned About Building Real AI Agents

From Prompts to Pipelines: What I Learned About Building Real AI Agents

CivicInsight, or what I learned about engineering for systems that lie

Okay, models don’t really “lie.” They generate. But “engineering for systems that generate confident answers without grounding” doesn’t…

首戰即銀牌！數科團隊出征 Kaggle 實錄

體驗2024 年 10 月永豐數科的 AI 團隊組隊參加 Jane Street 主辦的 Kaggle 競賽，藉由實戰檢驗團隊的能力。這次是我們第一次以公司內部組隊的方式，一起出征 Kaggle，對我們來說既新鮮又充滿挑戰，因此想在這邊跟大家分享我們團隊這次的新體驗跟收穫！

From Baseline to Top 10%: A Practical Kaggle Competition Playbook

How to get to Expert level with Proper Strategy on Kaggle?

How I Went from Zero to Top 5% on Kaggle Spaceship Titanic (0.80967)

This is a full write-up of my first serious end-to-end Kaggle competition. My final CatBoost submission scored 0.80967 on the public…

Kaggle Spaceship Titanic 從零開始打到 Top 5%（0.80967）

這是我第一次認真把一個 Kaggle 比賽從頭到尾跑完的紀錄。最終 CatBoost 在 public LB 上拿到 0.80967，落在 Top 5% 的區間。

How I Solved the Spaceship Titanic Kaggle Challenge Using Feature Engineering and Logistic…

My first real machine learning project on Kaggle was the Spaceship Titanic challenge. At the time, I didn’t approach it like a polished…

WTIC Global Top Investors Competition — Why Emerging Markets Are the Real Battleground for the…

There is a common misconception about elite investment competition: that the best returns come from the most liquid, most widely followed…

History of BirdCLEF competitions in Kaggle

What insights can we gain from BirdCLEF competitions in Kaggle over the years?

Demystifying the winning solution for Reddit comment moderation competition on Kaggle using LLMs

Kaggle Competition — Image Matching 2024 : Our Attempt

Introduction

Sign Language Image Classification part 3_1