What is Deeptech?
Deep-tech is an emerging technology trend that has the potential to disrupt established businesses. While IoT, AI and AR have been the talk of the tech world recently, this article focuses on a subset of technologies that are deeply rooted in computer science and engineering. Deep-tech is a new wave of artificial intelligence, machine learning and natural language processing innovations with potential to reinvent how we see computers and devices around us. This blog focuses on helping you understand what exactly Deep-tech is, what are its subcategories such as Deep Learning and NLP, and also gives you an understanding of various Deep-tech start-up’s. Keep reading if you want to know more about Deep-tech in
## What are Deep-Tech Start-up’s?
Deep tech start-up’s are companies that are working on technologies that are deeply rooted in programming languages and computer science. It is a new wave of innovations in artificial intelligence, machine learning, natural language processing and computer vision which have the potential to transform how we see computers and devices around us.
Many of these deep tech start-up’s are leveraging the latest advances in computer hardware and are some of the most well-funded tech start-up’s in the world. These deep tech start-up’s are creating products that use artificial intelligence and machine learning to bring about a future that is more integrated with technology and more autonomous than ever before.
Machine Learning and NLP: The Basics
Machine Learning: It is the technology which enables computers to automatically identify patterns and make predictions based on the data we provide. It is the field of computer science that gives computers the ability to learn without being explicitly programmed. Kinetic Automation CEO and Co-founder, Rit Premnath explains it as “a set of algorithms that explore a large solution space, automatically find patterns and relationships, and guide a computer to achieve specific outcomes with little human intervention.”
Natural Language Processing: The NLP is a subset of ML, and it is concerned with computers understanding and extracting useful information from human language in a structured format such as text and speech. A lot of the Deep-tech innovations leveraging ML and NLP are designed to make computers smarter and more intuitive. From healthcare to communication, these technologies are changing the way we interact with computers and each other.
Computer Vision and Robotics: Basics of robotics in Deep-tech
Computer Vision: It is a branch of artificial intelligence that deals with creating machines that can see, process, and understand images and visual data. It is a field of computer science that deals with how to create machines that can see.
Robotics: It is the branch of computer science that deals with the design, construction, operation, and application of robots. A robot is a machine that can perceive its environment and take autonomous action.
Computer vision has traditionally been associated with the visual aspects of robotics; however, it is applicable to many other fields, including medical image analysis, pattern recognition, augmented reality, data inspection and more.
Conclusion
The Deep-tech trend is redefining the digital frontier by bringing together three subcategories – Deep Learning, NLP and Computer Vision. These three subcategories of the emerging Deep-tech trend have the potential to disrupt and transform how we see computers and devices around us.
From healthcare to communication, these technologies are changing the way we interact with computers and each other. Organisations and businesses need to understand and leverage these technologies to remain competitive and ahead of the industry curve.
If you are looking to learn more about Deeptech, this article will give you a good start. However, keep in mind that this is only the tip of the iceberg.
Gopalakrishnan Deshpande Centre helps academics from STEM universities, accelerators, research institutes, and corporations develop the skills they need to create scalable start-ups that will maximise the impact of their deep-tech research. We assist academics and researchers in STEM universities around India in moving from the lab to the market by enabling them to monetize their research ideas and breakthroughs.
This Article was made by
Gopalakrishnan Deshpande Centre – https://gdciitm.org/
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