Artificial Intelligence was coined in 1955 to introduce a new discipline of computer science. It is rapidly and radically changing the various areas of our daily lives as the market for AI technologies is demanding and flourishing. There is a significant race between many start-ups and internet giants to acquire them. In this article we will discuss Top 15 Hot Artificial Intelligence technologies that one should know.
Following pointers will be covered in this article,
- Natural Language Generation
- Speech Recognition
- Machine Learning Platforms
- Virtual Agents
- Decision Management
- AI Optimized Hardware
- Deep Learning Platforms
- Robotic Process Automation
- Text Analytics and Natural Language Processing (NLP)
- Cyber Defense
- Content Creation
- Emotion Recognition
- Image Recognition
- Marketing Automation
So, let us get started then,
Top 15 Hot Artificial Intelligence Technologies
Natural Language Generation
Even for humans to communicate efficiently and clearly can be tricky. Similarly, for machines to process information is an entirely different process than the human brain, And it can be extremely tricky and complex. Natural Language Generation is a sub discipline of AI that converts text into data and helps the systems to communicate ideas and thoughts as clearly as possible. It is used in customer service, widely, to create reports and market summaries. Companies like Attivio, Automated Insights, Cambridge Semantics, Digital Reasoning, Lucidworks, Narrative Science, SAS and Yseop offer Natural Language Generation. No wonder this one makes to the list of top 15 hot artificial intelligence technologies.
Speech Recognition is used to convert and transform human speech into a useful and comprehensive format for computer applications to process. The transcription and transformation of human language into useful formats is witnessed often nowadays and is growing rapidly. Companies like NICE, Nuance Communications, OpenText and Verint Systems offer speech recognition services.
Machine Learning Platforms
Machine Learning is a sub discipline of computer science as well as an important branch of Artificial Intelligence. Its objective is to develop new techniques enabling computers to learn and hence become more intelligent. With the help of algorithms, APIs (application programming interface), development, training tools, big data and applications, machine learning platforms are becoming more popular. They are widely used for the purpose of categorization and prediction. Amazon, Fractal Analytics, Google, H2O AI, Microsoft, SAS, Skytree and Adtext are some of the companies selling machine learning platforms.
A virtual agent refers to a computer agent or a program that is capable of interacting effectively with humans. Trending on charts top 15 hot artificial intelligence technologies, currently, it is used in customer service through Chat bots as well as a smart home manager. Companies that provide virtual agents are Apple, Google, Amazon, Artificial Solutions, Assist AI, Creative Virtual, IBM, IPsoft, Microsoft and Satisfi.
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Artificially Intelligent machines have the capability of introducing logic to AI systems in order to gear them up to be used for training, maintenance and tuning. In order to add value to the business and profitable, decision management is already being used by organizations by incorporating it into their applications to propel and execute automated decision. Some companies that provide this service are Informatica, Advanced Systems Concepts, Maana, Pegasystems and UiPath.
AI Optimized Hardware
Owing to better and improved graphics as well as central processing units, devices are being structured and used to execute AI oriented tasks specifically. A prominent example of this is the AI optimized silicon chip which can be inserted into any portable device. Therefore, companies and organizations are investing greatly in AI to accelerate the next generation of applications. This technological service is offered by companies like Alluviate, Google, Cray, Intel, IB and Nvidia.
Deep Learning Platforms
Deep Learning Platforms is a form of machine Learning that duplicates the neural circuits of the human brain to process data and create patterns for decision making. In this unique technology, algorithms use artificial neural networks. A few of its applications are automated speech recognition, image recognition and prediction of anything that can be sensed in the digital sphere. Deep learning platform providers are Deep Instinct, Ersatz Labs, Fluid AI, MathWorks, Peltarion, Saffron Technology, Sentient Technologies and Leverton.
So we have it halfway in this Top 15 Top Artificial Intelligence Technologies article, let us see some more tools.
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