What is Deep Learning? Simplified.
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised. - Wikipedia
Have you terrified in new Google's projects that they announce in last Google I/O 2018 summit? They have plenty of them like Google lens that can give you real time information about the things in your camera captured. Google map that has enhance street viewing capabilities that not only track your location but can give feed back on the specific location your at and the most promising Project Duplex that a like human talking smart assistant.
All this projects are end product of Google's deep learning study. Artificial Intelligence is the product and Deep Learning is the process.
So what really is Deep Learning? In this post I will only explain in plain words what mainly is Deep Learning and the process of this and not talking the more technical parts of it. So let's get started.
It will start on understanding of Neural Networks.
So, what is a neural network? Neural Network is a processing of data from one point to another passing through different stages, for example. How can you determined if someone is under or overweight?
First the machine will get the Age, Weight and Gender of the person that it will test then the input data then pass through different nodes (stages) then will came out the result of identifying if the person is over or underweight through this nodes.
In this process of Neural Network the machine will faster the processing the data and can give its conclusion faster than can a human do.
Deep Learning, Simplified.
Deep Learning is the process of machine learning to produce and achieve an output like artificial intelligence. On this method of machine using algorithm the result that will produce will less errors and became an outstanding.
This is the simplified basic of understanding the Deep Learning.
There was a lot of promising end result of this project and now we can see the advantages of using this technology that Google's release. Many company will release its own Deep Learning project this year like NVIDIA and Oracle. Let's found out what they can showcase to us.