What Is Artificial Intelligence Software With Example – As a developer, it’s important that you have a basic understanding of artificial intelligence, even if you aren’t planning to use AI in your own applications. By developing an understanding of this subject here, you’ll be able to work effectively with AI programmers in the future and properly evaluate AI products when looking for ways to improve your applications or make them more intelligent.
Take a look at this article on artificial intelligence software for example. This article is all about artificial intelligence software, what it means and how it functions.
What is AI Software?
Artificial Intelligence (AI) software is a computer program that mimics human behavior by learning various data patterns and insights.
Top features of AI software include Machine Learning, Speech & Voice Recognition, Virtual assistant,s etc.
AI combined with Machine learning is used to provide users with the required functionality and make the business process a much simpler one.
AI software is used to build and develop an intelligent application from scratch with the help of Machine learning and deep learning capabilities.
Types Of AI Software
There are four different types:
- Artificial Intelligence Platforms: This will provide the platform for developing an application from scratch. Many built-in algorithms are provided in this. Drag and drop facility makes it easy to use.
- Chatbots: This software will give the effect that a human or person is doing in a conversation.
- Deep Learning Software: It includes speech recognition, image recognition etc.
- Machine Learning Software: Machine learning is the technique which will make the computer to learn through data.
[image source]
What AI Can Do?
With the help of AI, we can develop smart systems that will not only help us in businesses or offices but also at home. Smart systems can perform so many tasks for us, right from setting the alarm to switching on/off the lights.
With the help of AI, gathering or collecting data from different portals becomes much easier. With the help of ML, we can apply different algorithms to data to get it in our required form.
While doing online shopping, we get recommendations based on what we see or purchase. This, in turn, will help in getting more business. All this is possible, just because of AI (Deep Learning and Machine Learning).
When you want to buy some products or services, you probably visit the concerned website, where you get help through online conversation or chatting window that is always available. This 24*7 help is possible only because of AI (Chatbot).
Robotic Process Automation Vs Artificial Intelligence
RPA software copies human actions and AI copies or imitates human intelligence. AI is learning and thinking about the ability of an application.
Industries using AI: Retail, Finance & Banking, Education, Healthcare, Energy & Utilities, Technology, etc.
Top Artificial Intelligence Software
Enlisted below are the best Artificial Intelligence Software that is available in the market.
Google Cloud Machine Learning Engine
Google Cloud Machine Learning Engine will help you with training your model. Components provided by Cloud ML Engine include Google Cloud Platform Console, gcloud, and REST API.
Features:
- Google cloud will help in training, analyzing and tuning your model.
- This trained model will then get deployed
- Then you will be able to get predictions, monitor those predictions and will also be able to manage your models and its versions.
- Google Cloud ML has 3 components, i.e. Google Cloud Platform Console is a UI interface for deploying models & managing these models, versions, & jobs; gcloud is a command line tool for managing the models and versions, and REST API is for online predictions.
Pros:
- Provides good support.
- The platform is good.
Cons:
- Needs improvement in documentations.
- Difficult to learn.
Tool Cost/ Plan details: The cost of training is different for the US, Europe, and the Asia Pacific.
- For the US: $0.49/hour for per training unit.
- For Europe: $0.54/hour for per training unit.
- For the Asia Pacific: $0.54/hour for per training unit.
There are different prices for the predefined scale tire and prices vary as per the region. Hence, you need to contact them for detailed pricing information.
Azure Machine Learning Studio
This tool will help you to deploy your model as a web service. This web service will be platform-independent and will also be able to use any data source.
Features:
- It can deploy the models in cloud and on-premises and at the edge.
- Provides browser-based solution.
- Easy to use because of its drag and drop feature.
- It is scalable.
Pros:
- No programming skills are required
- It can be integrated with open source technologies.
Cons:
- Lack of transparency in pricing details for the paid features.
Tool Cost/ Plan details: It provides a free account. You will be provided with more than 25 services with this account. If required, you can upgrade at any time by paying additional charges.
GOOGLE ASSISTANT:
It is one of the most prominent examples of artificial intelligence software on the market. It can search the Internet, program events and alarms, correct hardware settings on the user’s device, and show information from the user’s Google account. The Google Assistant can connect in a joint discussion, using Google’s normal language processing algorithm. This artificial intelligence software allows Google Assistant to set reminders, gather news, check the weather, generate a shopping list, and even play games.
Maps and Navigation
AI has drastically improved traveling. Instead of having to rely on printed maps or directions, you can now use Waze or Google, or Apple Maps on your phone and type in your destination.
So how does the application know where to go? And what’s more, the optimal route, road barriers, and traffic congestions? Not too long ago, only satellite-based GPS was available, but now, artificial intelligence is being incorporated to give users a much more enhanced experience.
Using machine learning, the algorithms remember the edges of the buildings that it has learned, which allows for better visuals on the map, and recognition and understanding of house and building numbers. The application has also been taught to understand and identify changes in traffic flow so that it can recommend the route that avoids roadblocks and congestion.
Conclusion
Artificial Intelligence software or simply AI is a set of techniques or methods used by machines to exhibit intelligent behavior which mimics the problem-solving performance of human beings. It is a branch of computer science that incorporates all algorithms and technologies used to give inanimate objects the ability to behave, at least on a basic level, more similar to humans.