Artificial intelligence (AI) has revolutionized the world as every gadget uses the system of AI whether they are our mobile phones or complex machines operating in the hospitals. Sophia, the first-ever nationality holder robot in the world, has an AI system in it.
However, the question arises, How AI is working? The answer lies in the tools. Human intelligence has developed various tools to integrate the information, examining data, and predicting the results that is continuously transforming our modern world.
There are various tools that are in use for AI. I’ll give you a minireview of four tools that revolutionized Artificial Intelligence which are as follows.
TensorFlow
Tensor Flow is an open-source platform for machine learning. It provides a comprehensive system of tools for developers, enterprises, and researchers who want to push the status yard of machine learning and build scale-able machine learning power applications.
TensorFlow is designed to help build models easily with intuitive easy use APIs. It’s simple to learn machine learning, deep learning, and scientific computing. It provides you with a rich collection of tools for building models. These include data preprocessing, data ingestion, model evaluation, visualization, and serving. You can easily train and deploy your model with TensorFlow.
TensorFlow also allows powerful experimentations with the flexibility to implement the state of the models. TensorFlow compares your research to new techniques for solving novel problems. Top of all, TensorFlow is driven by a worldwide community that is open and diverse.
Keras
Keras is a high-level deep learning API written in python for easy implementation and computation of neural networks. It follows best practices for reducing cognitive loads. It wraps efficient numerical computation libraries.
It allows you to define and train neural networks in a few lines of code. Keras minimizes the user actions required for common use cases and provides clear feedback upon user error.
PyTorch
Pytorch is a low-level API developed by Facebook for natural language processing and computer vision. It is a more powerful version of NumPy.
Algorithms of PyTorch are useful to manipulate images and videos. It creates its own content after an input. PyTorch can make decisions and predict the situations beforehand based on its past entries.
Open NN
Open NN (neural networks) is an AI tool, written in the C++ programming language. It helps machines to think and perform tasks as humans do. As the name indicates, the tool functionality resembles the neuron functionality of the human brain.
This tool trains the machine to find patterns that are complex for programmers. It solves analytical tasks in many fields of marketing, health, and others.
Bottom Line
The tools developed for AI are helpful in better understanding, planning, and reasoning of information. They have made our lives easier and they are transforming the world with new advancements in tools each day.
