Here are Top 5 Artificial Intelligence Trends across the globe.
1. Natural Language Generation and Understanding
Natural language generation (NLG) is the use of AI to create written or spoken results from provided data. NLG is used in machine to human interaction. Where Natural Language Understanding (NLU) is a prior part to NLG. NLU is used to the understand patterns in data provided, Machine learning is used to interpret the data and put it into context.
Example: NLG and NLU can be used to response in personalized way to customers voice input in support chat.
2. Speech Recognition
Speech recognition is a process of understanding voice signals and put it into text transcriptions. We all know about AI assistant to help us in our daily chores using speech recognition.
Example : A popular example is Siri from apple and Google Assistant.
3. Machine Learning
Machine learning is the most popular area of work for the AI. Machine learning is the process of understanding datasets and use of algorithms to imitate in a similar way humans learn.
Example : ChatGPT is the most popular example of machine learning.
4. Deep Learning
Deep Learning
Deep learning uses multi-layered neural networks. These networks are called deep networks used to intimate complicated decisions as of humans. Major difference between ML and DL is DL algorithms process unstructured data like images and minimizes dependency of human interventions.
Example : Autonomous cars.
5. Robotic Process Automation
Robotic Process Automation with AI
Robotic Process Automation (RPA) uses AI to automate repetitive tasks of humans workers in industries. These tasks can Extracting, copy or move data or files.
Example : Support Chatbot, it can help reduce workload on human workers by doing most usual tasks such as providing information, articles, guide to resolution.
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