Showing posts with label Deep Learning. Show all posts
Showing posts with label Deep Learning. Show all posts

What is #DeepLearning ?

Who invented deep learning?

It dates back to the work by Geoffrey Hinton in mid-2000 and his paper "Learning multiple layers of representation". However, I think what made deep learning a buzzword was the cat-finder project (Building high-level features using large scale unsupervised learning) by Andrew Ng. and a team at Google research

What is deep learning examples?

Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans: learn by example. ... In deep learning, a computer model learns to perform classification tasks directly from images, text, or sound.

What is difference between machine learning and deep learning?

To recap the differences between the two: Machine learning uses algorithms to parse data, learn from that data, and make informed decisions based on what it has learned. Deep learning structures algorithms in layers to create an “artificial neural network” that can learn and make intelligent decisions on its own.Jul 18, 2017

Why is deep learning important?

Supervised learning is relatively fast and demands relatively less computational power than some other training techniques that are used in machine learning. It has an important drawback for real-world applications, however. ... Other forms ofmachine learning are not nearly as successful with unsupervised learning.

Why is machine learning important?

The iterative aspect of machine learning is important because as models are exposed to new data, they are able to independently adapt. They learn from previous computations to produce reliable, repeatable decisions and results.

Is deep learning artificial intelligence?

While machine learning is based on the idea that machines should be able to learnand adapt through experience, AI refers to a broader idea where machines can execute tasks "smartly." Artificial Intelligence applies machine learning, deep learning and other techniques to solve actual problems.

What are the prerequisites to learn artificial intelligence?

High level Programming Language i.e Python, R or any other, most preferable language for Artificial Intelligence is Python because of the high availability of Frameworks and Consistent availability and support of Community to get therequired help if you are stuck at any point. Few of the Frameworks are: Tensorflow