unsupervised learning

unsupervised machine learning

machine learning beginners algorithm types robot

Machine Learning for Beginners: Overview of Algorithm Types
 Start learning Machine Learning from here

/ By / 13 minutes of reading

In this beginners’ tutorial, we’ll explain the machine learning algorithm types.
Following this guide, you can break into machine learning by understanding:
– What is machine learning, in simple words.
– What are supervised, unsupervised, and reinforcement learning.
– 10 commonly used machine learning algorithms.
In the end, you’ll gain an overview of machine learning (ML) and when to use these algorithms when practicing ML.

anomaly outlier detection eggs in a tray

How to apply Unsupervised Anomaly Detection on bank transactions
 A use case of Unsupervised Learning with Python, step-by-step

/ By / 6 minutes of reading

In this tutorial, we’ll show how to detect outliers or anomalies on unlabeled bank transactions with Python.

You’ll learn:
– How to identify rare events in an unlabeled dataset using machine learning algorithms: isolation forest (clustering).
– How to visualize the anomaly detection results.
– How to fight crime with anti-money laundering (AML) or fraud analytics in banks
Use case and tip from people with industry experience

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