Remove Computer Science Remove Decision Trees Remove Deep Learning Remove Exploratory Data Analysis
article thumbnail

Five machine learning types to know

IBM Journey to AI blog

What is machine learning? ML is a computer science, data science and artificial intelligence (AI) subset that enables systems to learn and improve from data without additional programming interventions. Here, we’ll discuss the five major types and their applications.

article thumbnail

Scaling Kaggle Competitions Using XGBoost: Part 2

PyImageSearch

Setting Up the Prerequisites Building the Model Assessing the Model Summary Citation Information Scaling Kaggle Competitions Using XGBoost: Part 2 In our previous tutorial , we went through the basic foundation behind XGBoost and learned how easy it was to incorporate a basic XGBoost model into our project. Table 1: The Dataset.

article thumbnail

Scaling Kaggle Competitions Using XGBoost: Part 4

PyImageSearch

The reasoning behind that is simple; whatever we have learned till now, be it adaptive boosting, decision trees, or gradient boosting, have very distinct statistical foundations which require you to get your hands dirty with the math behind them. Or requires a degree in computer science? That’s not the case.