Deep learning
DEEP LEARNING
Hi 🙋friends welcome to my latest technology blog today we going to see what is Deep learning? so let's drive into the topic
This article is broken into following section
⚙️what is Deep learning ?
⚙️Example of deep learning in real life?
⚙️what is Deep learning ?
⚙️Example of deep learning in real life?
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What is Deep learning?
Deep learning is subfield of machine(if you don't know what is machine learning thenclick here and come back) learning that used data in fact lots of data to teach computer how to do thing only human were capable before.
Example :
it helps robot interact with the world .deep learning based on the way the human brain process information and learns
(I guess I have gotten your attention now. So let's drive in to deep learning)
Deep learning consist of artificial nueral Network that are similar architecture present in human brain. Raw data feed via artificial neural Network and extract high evel features from raw data. Deep learning composed of algorithm that permits software to train itself to perform image processing voice recognition by exposing multi layered neural Network (neural network are set of algorithms modeled loosely after the human brain that are designed to recognize pattern)
vast amount of data
Deep learning is subfield of machine(if you don't know what is machine learning thenclick here and come back) learning that used data in fact lots of data to teach computer how to do thing only human were capable before.
Example :
it helps robot interact with the world .deep learning based on the way the human brain process information and learns
(I guess I have gotten your attention now. So let's drive in to deep learning)
Deep learning consist of artificial nueral Network that are similar architecture present in human brain. Raw data feed via artificial neural Network and extract high evel features from raw data. Deep learning composed of algorithm that permits software to train itself to perform image processing voice recognition by exposing multi layered neural Network (neural network are set of algorithms modeled loosely after the human brain that are designed to recognize pattern)
vast amount of data
Examples in real life
1.Automatic image caption generation
Automatic image captioning is the task where given an image the system must generate a caption that describes the contents of the image.
2.Automatically machine translation
This is a task where given words, phrase or sentence in one language, automatically translate it into another language.
3.Automatic Sounds To Silent Movies
In this task the system must synthesize sounds to match a silent video.
The system is trained using 1000 examples of video with sound of a drum stick striking different surfaces and creating different sounds. A deep learning model associates the video frames with a database of pre-rerecorded sounds in order to select a sound to play that best matches what is happening in the scene.
4.Automatic Game Playing
This is a task where a model learns how to play a computer game based only on the pixels on the screen.
5.Speech Recognition
An deep learning learns to tell the difference between languages. It decides a person is speaking English and invokes an AI that is learning to tell the difference between different regional accents of English.
Future prediction
"Machine learning is eating traditional software and deep learning is eating machine learning"
🎉It's time for surprise 😮who read the article with patience until end🎉
Top two facts about machine learning and deep learning
1. Machine learning was first coined by Arthur Samuel in 1959
2.Deep learning was first coined by Geoffrey Hinton in 2006
Top two facts about machine learning and deep learning
1. Machine learning was first coined by Arthur Samuel in 1959
2.Deep learning was first coined by Geoffrey Hinton in 2006
🎆HAPPY READING🎆
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If you have time 🕝 then read my article about
1.what is artificial intelligence?
2. five programming language for artificial intelligence?
3.what is machine learning?
4. Conversation between me and Google self-driving car
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