Machine Learning And Deep Learning
While Machine Learning and Deep Learning (ML/DL) is often seen as a sub-category of Artificial Intelligence (AI), it would be correct to think of it as the current state-of-the-art of AI – ML is currently showing the greatest potential in providing tools to industries and societies to drive change. Machine Learning is an approach to AI showing great potential when it comes to developing autonomous, self-learning systems which are revolutionising and disrupting many industries.
In the simplest way possible, a Machine Learning algorithm is trained from a specified ‘training set’ of data which is then used as the basis to solve a given problem. An example of this would be when a computer is given a training set of photographs, some which say “this is a flower”, and some which indicate “this is not a flower.” Next you would show the computer a series of new images and it would start to distinguish which photos contain flowers.
Machine Learning continuously adds to its date set by identifying every picture (correctly or incorrectly), essentially becoming ‘smarter’ and more efficient at completing tasks over time. It is, in effect, learning.
Deep Learning (DL), on the other hand, can be considered as the ‘cutting-edge of the cutting-edge.’ Essentially, DL fuses AI’s core ideas and revolves them around solving real-world problems with deep neural-networks designed to mimic our own decision-making. It is easiest to describe Deep Learning as a sub-set which focuses on narrower tools and techniques, applying them to solve just about any problem which requires ‘thought’ – human or artificial.
How can I use it?
Machine Learning and Deep Learning revolves around 'intelligent learning' systems which get smarter over time. The softwares could provide you with endless possibilities such as autonomy, self-learning systems and neural networks. Request your FREE CONSULTATION to learn how our Machine Learning Systems can be implemented into your business strategy.
How We Use Machine Learning & Deep Learning
Why Is Machine Learning And Deep Learning Being Used?
From our experience, Deep Learning is being constantly implemented into businesses at a significant rate over the last few years which we believe could be to its outstanding ROI capabilities and insights. We come across many shapes and forms of DL on a daily basis. For example, Deep Learning is used by Google in its voice and image recognition algorithms, used by companies such as Netflix and Amazon, to help their users in deciding what to watch or purchase next, and even by researchers at MIT to predict future economic occurrences. By being able to provide powerful and unrivalled insights, predictions and decision making in potentially any industry, ML and DL are considered as invaluable and irreplaceable by many organisations.
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Machine Learning & Deep Learning In Industry
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HQ SEO, Cardiff
The AI Recommendation engine helped me to determine which form of AI was most relevant to grow my business. This meant we were able to learn more about the type of AI which would provide the highest level of ROI for the business. Utilising this has helped our company to grow and expand at a more significant rate.
IZY CAPITAL, London
"ARTIMUS provided us with a cost-effective solution to client onboarding including data visualisations to improve our due diligence processes. The fact the ARTIMUS team has a deep understanding of data interrogation and structuring is a valuable resource in the era of customer intelligence"
Fitness Assurance, Manchester
ARTIMUS provided us with excellent digital expertise and support in order to create a bespoke online review facility. We’ve been
able to provide a fast free-to-use website that instantly assists visitors in finding and reviewing their fitness providers. The service provided by ARTIMUS was above and beyond my expectations, with a professional but also personable approach. This level of care and attention has certainly helped the website continuously improve and go from strength to strength. Thank you!
Mindful Work Training, Cardiff
We design and deliver online mindfulness training for organisations, for stress reduction. We needed an interactive website that could perform several functions. We contracted Toby at Artimus to work with us on a portal that could serve the trainee, the client and the us.
The brief was complex, but with Artimus' help we managed to make sense of it all, creating the first stages of a facility that will grow as we do. Artimus staff were patient, accommodating and creative in this process and helped us breathe a sigh of relief when we had a working system.
Greyfly Consulting, Bristol
"ARTIMUS provided us with excellent MVP for our Business risk calculator, We’ve been able to provide a fast free-to-use business assessment solution that instantly highlights the risks a business should be focusing on and what risks they are dealing with well. This has helped not only us but our clients and those using the tool."
Rocky Ecommerce, Gibraltar
"We needed a fully functional, exclusive e-commerce platform built within a specific timeframe at a reasonable cost. Because of our extensive requirements, it deterred some other businesses from taking on the project. Artimus was my best alternative which offered services tailored to my specific needs; exceeding my expectations. Their unique solution provided the foundations for business as well as forming an excellent relationship to achieve a common goal. Artimus is a very specialised and professional entity of whom we would recommended to anyone looking to kickstart or revitalise their organisation"