Hi Alexa! Dim the lights. Ok Google! What’s the time now? Hey Siri! Play some party music. Well, these are very common commands we give to our virtual assistant. Life has become easy yet the things that make life easy are a little bit complex. Artificial Intelligence has changed the world. With digitalization coming in, AI has almost transformed the world. Neural Network is one such AI related algorithm which helps us make our task easy.
Introduction to Neural Network
Neural Networks train machines in such a way that they could interact with humans. Not only this, neural networks are used for predictive analysis and classifications and much more important stuff. Let us look into what exactly a neural network is. The basic unit of a neural network is a neuron. A neuron is something that takes some input, does some math at the backend and gives some output. A simple neural network is nothing but a bunch of neurons working together. It has an input layer, some hidden layers in the middle and finally an output layer. The hidden layer is used to do the math or the computation that leads to the analysis or the classification. Inputs are associated with weights and the weight matrix gets trained with every input from the dataset. Once trained, the network is ready for analysis. Networks have become very popular in data science and are moving towards a brighter future.
Applications of Neural Network
Neural networks have huge number of applications. A perfect example could be a neural network algorithm working towards predicting diseases based on symptoms. The input layer takes in your symptoms, does some analysis in between and then predicts your disease. Nowadays many organizations use simple network for their classifications, pattern recognition systems, data analysis, predictive recommendations and other digital solutions. In the real life scenario, neural networks can also help predict stock-exchange changes and can also be used for scientific research.
Upskill Yourself or Look for Neural Network Solutions
Certainly it is important to explore the field of AI as it is dominating the world and with automation coming in, AI is the future. The concept of AI, Machine Learning, Robotics, Internet of Things, and so on are cutting edge technologies that should be mastered. However, if we look from a wider perspective of implementing Network strategies in an organisation and providing valuable insights that do wonders for our customers, probably looking for well established neural network solutions would be feasible.
There are many consulting firms that provide AI solutions and aim to transform into a 100% digital world. Bell Integrator is one of those that provide solutions to complex neural network statements. The Neuton framework invented by the specialist team stands way ahead any other framework and helps provide quality solutions for complex problems. There is another feature called the Neuton AutoML, which is a complete SaaS solution and is based on the Neuton framework. This aims to make machine learning available to users of all demography.
So, if you are looking for a Simple Neural Network solution, this might be a good place for you.