Artificial Intelligence has taken the world by storm but only with positive outcomes. It has enhanced the way people think, analyse, and decides a better-automated future. The advancement in technology, as we suppose, was not overnight; it took decades to reach where we are today only to make lives more accessible with more efficient working.
Think about the past when we dream about flying cars, work done by robots, and easily connect with people worldwide. It was considered as something magical, but with technological advancement, all became a reality. But what made the dream a reality? The answer is software. Software development took a giant leap in making technology a success. Software is the core or building block of any development without which we won’t work efficiently. Artificial Intelligence Software is such an example. It is a computer program built to mimic human behaviour learned from different patterns and data insights to serve people better. You can even hire a software house firm to deploy the software for your company to save you time. AI includes natural language processing, expert systems, machine vision, and speech recognition that makes simulation smooth.
Let’s go through AI software in detail to make you understand how it shapes lives.
7 TOP AI Software in 2021
1) Google Cloud Machine Learning Engine
The AI software Google Cloud ML Engine is the best software that helps you train your model to complete a task in a specific manner. It not only helps in training but analyses and tunes the model before it gets deployed for simulation. The Google Cloud ML Engine predicts, monitors, and manages models to enhance the overall working of the device with the help of its three components. The AI software uses Google Cloud Platform Console, gcloud, and REST API to make the functions a success. This AI software provides excellent support to all the functions.
You may be thinking about why these components are necessary for the seamless working of the software. The Console is the UI interface that helps deploy and manage your models, versions, and jobs. Whereas REST API makes predictions online, and the gcloud acts as a command-line tool to manage the models’ performances.
2) IBM Watson
Moving forward in the discussion of the best AI software IBM Watson is another one. It is a question-answer system with an in-depth understanding of the fundamental concepts that provide complete support to SUSE Linux Enterprise Server 11OS with an Apache Hadoop Framework. The IBM software works wonder on existing tools and well supports distributed computing to build a robust system. It helps in application development by providing an API. Suppose you are looking to transform your traditional business model into a technologically advanced business. In that case, IBM should be the choice for you as it learns from small data too and makes your business process smarter to multiply your ROI and meet the customer’s demands.
3) Amazon Alexa
What could get better than a virtual assistant? Amazon Alexa is an AI software, a virtual assistant that understands multiple languages like English, German, Italian, French, Japanese and Spanish to support your development processes. The software gets well integrated with your current products with the help of Alexa Voice Service (AVS). The cloud-based service connects to various devices like lights, cameras, sound, etc. If you want some additional features, then Amazon Alexa helps build other Alexa gadgets as well. The most exciting thing about this software is that it is free for few amazon services and devices, making it easily accessible. If you are still confused about the software, you can get help from AI consulting firms that customise you according to your goals and business needs.
4) Salesforce Einstein
If you are into technology and software systems, you might have an idea about the Customer Relationship Management system or CRM, as we all know. Salesforce Einstein is an intelligent CRM system built for marketing, sales, analytics, community, and commerce functions. The most attractive part about this AI service is that you do not need to manage your model, nor is data preparation required.
The sales features of Salesforce Einstein increase awareness about several opportunities and prioritises them based on history, captures data, and save data entry efforts. The marketing provides the best product recommendations to your business, increases engagement, and provides deeper insights with image recognition.
If you want access to a machine learning framework, then TensorFlow software is the right platform for you. A software house can help implement it. The numeric computational tool is an open-source system that acts as an ML library for production and research. TensorFlow provides complete support community supports with enhanced features and functions deployed on desktops, mobiles, edge devices, CPUs, TPUs, Clusters, and GPUs. It leverages your company with an API usage for the development by beginners and experts. This AI software is free for everyone allowing increased productivity.
It is the most heard and used AI software that deploys your model as a web service. The platform-independent web service can be integrated with open source technologies and provide a browser-based solution. The best part about any software is always the ability to use any data source. The scalable and easy-to-use software deploys your business models on-premises, in clouds, and at the edge with no programming skills required to do so. Like TensorFlow, you can develop a free account and leverage with twenty-five plus services. It provides faster and easy updates at any time without additional charges.
7) H2O AI
We all have seen and know about the tech-savvy approach in multiple domains and industries, but banking and finance are critical to development to transform the world completely. The H2O AI software makes the idea of next-generation solutions a success. It focuses on insurance, banking, telecom, marketing, and healthcare. The ML open-source tool enables you to use programming languages like Python and R to develop models. Its autoML functionality makes it easy to use by providing extraordinary support to multiple algorithms like deep learning, and gradient boosted machines, etc. The scalable linear software has a distributed in-memory architecture making it accessible for everyone.
In conclusion, AI software development is a crucial technology development component without which your devices are useless. It makes everything work accurately and efficiently to yield the best outcomes and start the journey towards next-generation solutions. If you have little knowledge about software development, you can always hire a software house to do it for you most professionally.