Skip to main content

Posts

Hello Deep Learning World!

Hello and welcome back to CosmoTechno! As blog title suggest, today you would be going to get a significant intuition of Deep Learning. In this blog you will be understanding how to perform Hello World project in Deep Learning. Recognizing Handwritten Digits is one of the most famous as well as beginner friendly project of Deep Learning. If your completely newbie or you are not familiar with basic concept of Deep Learning then I will recommend  you to read the previous blog on deep learning. In this blog I am going to perform Handwritten digit recognition using Convolutional Neural Network(CNN) which we will implement with the help of Tensorflow, Keras libraries. Before getting into hands on coding part we will try to understand how CNN works. CNN is a one of the significant Neural Network which is commonly used in Deep Learning. In image recognition or classification task CNN divide each image into very small boxes and try to get some meaningful patterns from the same and store ...
Recent posts

Head First Deep Learning!

 Hello and welcome back to the CosmoTechno : The Universe Of Technology! In today's blog we are going to understand what Deep Learning is........ Nowadays, Deep Learning is one of the best hot and emerging technology, where lots of research is going on. If you are a newbie to this technology then this blog is right place for you to understand what is it! And if you already aware about Deep Learning, then also you will get some better insights. So what are we waiting for let's get started. Deep Learning is one of the most important subpart of Machine Learning which is again the subpart of Artificial Intelligence. D eep Learning technology is inspired by structure of human brain which is also called as Artificial Neural Network . Structure of Neural Network is almost similar to the Neural Networks present in human brain. Let's try to get some better intuition about the this! Above image depicts a single neuron in human brain. If we try to relate a single node of ...

Let's Get Into Machine Learning

     Hello and welcome back to the CosmoTechno - Dive Deep Into The Cosmos Of Technology! So get ready for diving deep into the cosmos of Machine Learning today. You might have been heard about this buzzword everywhere, but not really sure about what is it. Hold On! you don't have to worry about this as this blog will help you to get a valuable insight of Machine Learning. Before starting with any discussion let's have a look at the technical term of Machine Learning, Arthur Samuel says, "Machine Learning is field of study that gives computers the ability to learn without being explicitly programmed." If I rephrase the above definition it will be something like, feeding lots of experience to the machine so that it will come up with a strategy to solve a particular problem. Here experience is in the form of data which can be a text, images, videos, etc. On the basis of this data we provide there are four types of Machine Learning:        ...