Is LSTM Part of Deep Learning? Understanding Its Role in AI
Modern artificial intelligence relies heavily on architectures that process sequential data effectively. Among these, Long Short-Term Memory networks stand out as a specialised solution for handling time-based patterns. Developed by Hochreiter and Schmidhuber in the 1990s, this approach addresses critical…
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Why Is Machine Learning So Hard? Breaking Down the Challenges
Mastering machine learning often feels like solving a puzzle with missing pieces. The field combines mathematical rigour, programming precision, and data science expertise, creating a steep climb for newcomers. While basic concepts like linear regression…