Machine learning
Machine learning is a part of AI that uses data and algorithms to create methods that allow computers to learn and perform certain tasks better. The core idea is to let computers learn like humans do, so that they can take over specific human tasks and perform them independently.
The main goals: sorting data based on models (e.g. recognising spam) and making predictions using these models (e.g. forecasting the evolution of house prices in a city).
The use of machine learning is very broad, from translation and predicting consumer behaviour to medical diagnosis.
Where is machine learning already proving its worth?
Fraud detection: analyses transactions and patterns to identify suspicious activity and detect fraud early.
Image recognition and analysis: recognises objects, faces or other features in images, e.g. in medical scans or security cameras.
Data labelling: categorises and labels data automatically and accurately, reducing the need for time-consuming human work.
Recognise anomalous data: identifies unusual patterns or anomalies in datasets, which reveals errors or may indicate unexpected events.
Document processing: processes and interprets documents automatically. For example, text or data can be quickly extracted from scanned forms.
Voice and language: recognises speech and translates to text, useful for voice-activated assistants and transcription services.
Data validation: checks and validates scanned data, such as forms from a warehouse, and processes them correctly.
Facilitate machine learning with iO technology partners
A strong focus on machine learning also demands the right technological support. After all, you build the sturdiest houses with the best materials.
At iO, we have deep expertise in AI and machine learning. Using Microsoft Azure, AWS and Google Cloud to speed up business processes, reduce error margins, and automate where possible.
But what does that mean in practice? Well, for example, we help you process documents faster and more efficiently, integrate conversation interfaces such as chatbots, process text and speech, and perform big data analytics.
Questions?
Do you have any questions or comments on something you've read? Do not hesitate to send us a message through the form, or contact us through any of these avenues:
Commercial questions:
business@iodigital.com
Other questions:
info@iodigital.com