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Introduction to AI

Posgraduate course, Dirección de Ciencia y Tecnología del Ejercito del Perú, 2023

This virtual course on Introduction to Artificial Intelligence is designed for members of the Directorate of Science and Technology of the Peruvian Army (DICITECE). The course covers the fundamentals of AI, key concepts, and techniques such as machine learning, time series and neural networks.

Natural Language Processing with Deep Learning

Posgraduate course, UTEC - Universidad de Ingeniería y Tecnología, 2023

This course provides a comprehensive introduction to Natural Language Processing (NLP) using advanced Deep Learning techniques. Students will engage with practical exercises in Python and Keras, exploring key concepts like Word and Text Embeddings, Recurrent Neural Networks (RNNs), LSTM, GRU, and Transformer models such as BERT.