Welcome to the Faculty Development Program
ABOUT FDP
Deep learning, a subset of artificial intelligence (AI), leverages neural networks with multiple layers
to model complex patterns and representations in data. Inspired by the structure of the human
brain, these networks learn from vast amounts of information, identifying intricate patterns that
traditional algorithm might miss. Deep learning has revolutionized various fields, from image
recognition to natural language processing, by enabling computers to perform tasks that previously
required human intelligence.
In academics and research, deep learning has become a transformative tool. It assists researchers in
processing massive datasets, allowing for faster and more accurate data analysis in fields such as
biology, physics, and social sciences. For instance, deep learning algorithms can analyze genomic
data, detect anomalies in medical imaging, and predict complex chemical interactions, all of which
accelerate scientific discovery. In the humanities, deep learning aids in deciphering ancient texts and
understanding linguistic trends.