Predictive Analytics, Big Data, Artificial Intelligence & Machine Learning are terms which have become common place over the last few years, yet many businesses struggle to understand the transformational benefits of these technologies. Machines are now capable of undertaking many tasks once thought impossible to automate. It is predicted that anywhere from 35% to 40% of jobs will be automated within the next 10 to 20 years.
With increases in computing power, an exponential increase in available data and more powerful algorithms and machine learning techniques many organisations are leveraging these technologies for competitive advantage. We can help your organisation identify opportunities for automation and implement the technology required to deliver the solution.
We work with organisations to understand their business processes and to identify opportunities for improvement using big data and machine learning. We train algorithms using data gathered by the organisation or by mining open data sources such as the web. These algorithms are then used to automate tasks to reduce costs or increase income within the business.
We have skills in a variety of data science areas including technologies such as R, Python and Spark. We also have experience in applying a range of classification and regression algorithms to real business problems as well as building large systems by combining an ensemble of machine learning algorithms to achieve a more accurate solution to the particular problem.
How Can My Organisation Use Machine Learning
There are almost limitless uses for machine learning and artificial intelligence. You will unknowingly use this technology every day in everything from smart phones to e-commerce. Some common use cases are:
Product or Service Recommendation
Natural Language Processing
Forecasting and Demand Planning
Trend and Pattern Discovery
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