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Latest posts
Last updated 11 days ago
Exploring LightGBM: Leaf-Wise Growth with GBDT and GOSS
11 days ago
LightGBM is a highly efficient gradient boosting framework. It has gained traction...
Industries in Focus: Machine Learning for Cybersecurity Threat Detection
11 days ago
Cybersecurity threats are becoming increasingly sophisticated and numerous. To address these challenges...
Navigating Missing Data Challenges with XGBoost
13 days ago
XGBoost has gained widespread recognition for its impressive performance in numerous Kaggle...
Building 3 Fun AI Applications with ControlFlow
16 days ago
The AI industry is rapidly advancing towards creating solutions using large language...
Boosting Over Bagging: Enhancing Predictive Accuracy with Gradient Boosting Regressors
17 days ago
Ensemble learning techniques primarily fall into two categories: bagging and boosting. Bagging...
5 Free Courses to Master Deep Learning in 2024
19 days ago
AI applications are everywhere. I use ChatGPT on a daily basis —...
From Single Trees to Forests: Enhancing Real Estate Predictions with Ensembles
20 days ago
This post dives into the application of tree-based models, particularly focusing on...
Decision Trees and Ordinal Encoding: A Practical Guide
22 days ago
Categorical variables are pivotal as they often carry essential information that influences...
From Data to Insights: A Beginner’s Journey in Exploratory Data Analysis
22 days ago
Every industry uses data to make smarter decisions. But raw data can...
5 Real-World Machine Learning Projects You Can Build This Weekend
23 days ago
Building machine learning projects using real-world datasets is an effective way to...
The Concise Guide to Feature Engineering for Better Model Performance
24 days ago
Feature engineering helps make models work better. It involves selecting and modifying...
Branching Out: Exploring Tree-Based Models for Regression
25 days ago
Our discussion so far has been anchored around the family of linear...