What is deep learning?
Deep Learning is a technique of implementing machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. The humongous amount of data and fast speed computers has made deep learning a reality and not a dream. It is now possible to construct larger neural networks and train them with more and more data I turn their performance continues to increase. This is generally different to other machine learning techniques that reach a plateau in performance.Deep learning, working with other algorithms, can help inclassification, clustering of data and prediction.
Businesses are showing increasing interest in deep learning on account of –
- Scalability: results get better with more data and larger models
- Feature learning: set of techniques that allow a system to automatically discover the representations needed for feature detection or classification from raw data.
Applications of Deep Learning
Deep Learning has facilitated various real-world uses of Machine Learning and has facilitated the use of AI. Deep Learning breaks down tasks in ways that makes all kinds of machine assists seem possible, even likely.
Following applications of deep learning is of current value
- Automatic speech recognition
- Image recognition
- Visual art processing
- Natural Language processing
- Drug discovery and toxicology
- Mobile Advertising
Deeply learning can be widely applied to following industries/ sectors
- Cyber security
Deep learning is still at its infant stage though widely used in some industries and sectors. It requires a deep knowledge of statistics, programing and various fields of business processes. At Crafsol, we have professionals who have a rich experience in handling deep learning projects. We are customer centric and believe in working closely with our customers so that we can offer tailor made deep learning solutions for our clients. We endeavor to achieve customization which would lead to excellence, client satisfaction, business growth and return on investment.
Should you have any query regarding deep learning concepts and solutions, you could feel free to contact us!