Why do we need Ontology in an AI or Data Science Framework? While the adoption of data science in artificial intelligence and machine learning is increasing, leveraging the ontology model can help ease processes.
The rapid advancement of Artificial intelligence and its branches like machine learning, deep learning, which function on extracting relevant information and generating insights from data to find sustainable and decisive solutions, is nothing new. But to run these algorithms, organizations need data and code. To translate this necessity into something meaningful, we need data science. While this discipline proliferates into an exciting and diverse technology that incorporates a mixture of deep specialization and broad applications, we also realize the value it brings to the table. Further, data science helps organizations communicate with stakeholders, customers, track and analyze trends, and determine if the collected data is actually of any help or simply a waste of a database farm. So, having an ontology consisting of the relevant terms and connections from a specific domain, the process of identifying core concepts, improving classification results, and unifying data to collate critical information becomes streamlined.
Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments. Our latest survey report suggests that as the overall Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments, data scientists and AI practitioners should be aware of the skills and tools that the broader community is working on. A good grip in these skills will further help data science enthusiasts to get the best jobs that various industries in their data science functions are offering.
Keeping up in the new silicon-based survival of the fittest
Pretty much all AI/ML customer and transactional models have been on pause for the last few months. As we speak, history is being written…
This comparison blog on Data Science vs Artificial Intelligence will help you identify difference between data science and artificial intelligence (AI).
IIT Madras Invites Applications For Post-Doctoral In Data Science & AI. The Robert Bosch Centre for Data Science and Artificial Intelligence (RBC DSAI) at IIT Madras has invited applications for its Post-Doctoral Fellowship.