Increasing technological literacy is a strategic step in preparing the younger generation to face the challenges of the Industrial Revolution 4.0. This community service activity aims to build a basic understanding of machine learning (ML) technology for students of SMKN 5 Tangerang Kota. The implementation method includes basic theory delivery, interactive training, simple practice of building image classification using MIT App Inventor Personal Image Classifier, and group discussions. The results showed a significant increase in the understanding of basic Machine Learning concepts such as classification and regression, as well as the high enthusiasm of the participants in understanding the application of this technology. This programme is expected to be the first step in creating a generation that is able to actively contribute to the development of artificial intelligence-based technology.
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