Scalenut_AI
Published in

Scalenut_AI

Examples of Deep Learning Creating values

With the changing advancements in technology, humans are pioneering a new level of innovation each day. One such accomplishment in the ever-evolving digital age is the introduction of Artificial Intelligence.

AI has transformed the digital world bringing various innovations such as automation processes, robot greeters, and AI writers.

This phenomenal rise in AI has also created some subset applications that can be used in various fields. One such technology is Deep Learning. Deep Learning involves an AI-based technique that teaches computers to structure data in the form of layers the same way humans do. It uses an artificial neural network to create layers of data. Its innovation has helped overcome limitations in ML and made AI applicable to a broader set of use cases.

In this article, we have shared some use cases of Deep Learning creating value in our everyday life.

What is Deep Learning?

Deep Learning goes much deeper than Machine Learning because it has many layers of algorithms that process information differently from Machine Learning.

Source: Shutterstock

This means that it can learn complex relationships between elements of data powered by its own applications. The objective of Deep Learning is to achieve high-level output using raw input data.

And, all these outputs work by leveraging the artificial neural networks that computers use to churn out information and create structured data, much like the human brain.

Neural networks are a form of a multi-layered web or network of neurons designed to replicate the working of the human mind. Machine Learning works on the neural network algorithm.

Neural networks are now being used in a wide range of applications, including computer vision, Natural Language Processing, and machine translation. It is a type of Deep Learning that was inspired by the structure of the human brain.

Examples of Deep Learning Creating Value

Here are some primary examples of Deep Learning and ML in real life:

1. Entertainment

Deep Learning has revolutionized the way entertainment is created, published, and delivered. It allows content creators to process large amounts of data in real-time, enabling them to identify creative patterns and new and innovative directions for their work.

Streaming platforms such as Netflix, Hulu and Amazon Prime use Deep Learning to direct recommendations and advertisements for users.

2. Healthcare

With the rising demand in healthcare, Deep Learning has bridged gaps by improving the efficiency of healthcare workers in offering quick diagnoses and developing new drugs and medicines and managing the shortage in healthcare providers.

The GPU-based systems in healthcare have also contributed towards standardized treatment, faster turnaround, and overall better performance.

3. Virtual Assistants

Virtual assistants have made our life easier. They are a great aid in communicating with people, solving queries, and recommending products. Ranging from a virtual personal assistant to your car’s navigator, these AI-powered applications make use of Deep Learning to gather data points.

They are governed by Deep Learning to understand our voice, accent, places we visit, songs we love, and other information to offer personalized solutions for our needs.

4. Fraud Detection

Deep Learning-based security systems have helped in detecting fraudulent transactions and scammers in recent years.

Deep Learning algorithms can be trained to recognize patterns in data and identify anomalies. Thus, several banks and financial institutions are using Deep Learning and Machine Learning-based security systems to detect anomalies in transactions, detect frauds, and raise alarms when needed.

Conclusion

This is just the tip of the iceberg in Deep Learning’s use cases, as the applications of this technology’s algorithms are far-ranging. The existing applications of Deep Learning in various industries and sectors reflect its potential.

In a nutshell, this is the right time to use ML and DL in your business. If you are looking to know further about the value DL can create, read this blog to learn about its several use cases.

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store