Predictive Maintenance: Predicting Machine Failure using Sensor Data with XGBoost and Python
Predictive maintenance is a game-changer for the modern industry. Still, it is based on a simple idea: By using machine … Read more
Scikit-learn is a free and open-source machine learning library for Python. It provides a range of algorithms for data mining and analysis, including classification, regression, clustering, and dimensionality reduction. Scikit-learn is built on the popular Python scientific computing libraries NumPy, SciPy, and matplotlib, and is designed to be easy to use and extend. It also includes tools for model evaluation and selection, as well as data preprocessing and transformation. Scikit-learn is widely used in the field of machine learning and is a popular choice for academic and commercial projects.
Predictive maintenance is a game-changer for the modern industry. Still, it is based on a simple idea: By using machine … Read more
Have you ever found yourself wondering how you can better understand your customer base and target your marketing efforts more … Read more
Training a machine learning model is like baking a cake: the quality of the end result depends on the ingredients … Read more
Content-based recommender systems are a popular type of machine learning algorithm that recommends relevant articles based on what a user … Read more
Affinity propagation is a powerful unsupervised clustering technique that can identify hidden patterns in large datasets. In the cryptocurrency world, … Read more
Perfecting your machine learning model’s hyperparameters can often feel like hunting for a proverbial needle in a haystack. But with … Read more
Multi-output time series regression can forecast several steps of a time series at once. The number of neurons in the … Read more
Embark on a journey into the world of unsupervised machine learning with this beginner-friendly Python tutorial focusing on K-Means clustering, … Read more
Credit card fraud has become one of the most common use cases for anomaly detection systems. The number of fraud … Read more
In this tutorial, we’ll be using machine learning to predict and map out crime in San Francisco. We’ll be working … Read more
Customer retention is a prime objective for service companies, and understanding the patterns that lead to customer churn can be … Read more