Why Linear Algebra Critical to Understand Deep Learning..?
he field of Artificial Intelligence is
essentially when machines can do tasks that typically require
human intelligence. It encompasses machine learning,
where machines can learn by experience and acquire skills
without human involvement. Deep learning is a subset of machine
learning where artificial neural networks, algorithms inspired by
the human brain, learn from large amounts of data.
Similarly to how we learn from experience,
the deep learning algorithm would perform a
task repeatedly, each time tweaking it a little
to improve the outcome..
We refer to ‘deep learning’
because the neural networks have
various (deep) layers that enable
learning. Just about any problem that
requires “thought” to figure out is a
problem deep learning can learn to solve.
Why It’s So popular Now a days?
The amount of data we generate every day is
staggering—currently estimated at
2.6 quintillion bytes—and it’s the resource that
makes deep learning possible.The Neural networks
come earlier during but now the cheap computation
power and so much data availability make it possible
to perform human-level tasks.