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What is Advanced Analytics?

We can apply complex algorithms and Machine Learning and techniques of predictive analytics to a great variety of problems. Advanced analytics is a subset of data science that uses high-level techniques to predict future trends and behaviours.

Advanced analytics requires mathematics to interpret data. From classical statistics to newer, machine/driven techniques such as deep learning.

Deep Learning

Deep Learning models employ a network of simple Machine Learning processes. The term ‘deep’ refers to the number of simpler layers through which the data pass before getting to a solution.

In deep learning, each level learns to transform its input data into ever more nuanced representations. These algorithms have seen use in image recognition, handwriting recognition and speech recognition.

The Secret Recipe to Success

  • Firstly, Design compact methods to represent the data at each level removing redundancy.
  • Then beware of unintended bias coming from your training data.
  • Finally, define carefully the business objective and build the analysis to enhance the underlying process.

Our Other Data Solutions Services

Business Intelligence (BI)

Business Intelligence (BI)

From simple reports to complete BI strategy that fully meets your business needs, we can help. Enjoy the flexibility that mobile and self-service BI brings to an organization without re-inventing the wheel.

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Market Segmentation

Market Segmentation

Market segmentation involves dividing customers into groups of people with similar characteristics or interests in order to make your marketing more effective.

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Data Modeling

Data Modeling

We have built many market models for our clients over the years allowing them to better understand the dynamics of the market and also to measure their performance. Market models explain what happened in the recent past and also allow us to forecast what is likely to happen.

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Text Matching and Analytics

Text Matching and Analytics

Being able to match two data sources is vital to good analysis and we have a proven track record and methodology. We can also apply statistical and machine learning techniques to textual data to extract information and sentiment from the data.

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Data Processing

Data Processing

Good Data Science starts with a deep understanding of how data should be manipulated and stored. Traditional data and big data need different approaches but the underlying discipline is the same. The way we store data differs greatly and we can advise on how to adapt your platforms for better insight generation.

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Integrated Security

Integrated Security

We take integrated security very seriously at JTA. We have the most stringent security practices and hold ourselves to a higher standard than most. JTA can build dashboards that intelligently adapt their content depending on who is viewing it to help users comply with corporate accountability legislation.

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Predictive Maintenance

Predictive Maintenance

Predictive maintenance is a benefit that we can bring to an organization by predicting failures and quality issues. This can avoid downtime and reduce maintenance costs.

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Customer Churn

Customer Churn

Using data prediction to identify when a certain customer is at high risk of churn allow clients to prevent attrition and keep existing clients. This helps immeasurably and keeps you with one in the hand rather than two in the bush.

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Internet of Things

Internet of Things

The Internet of Things is the network of small devices that have an embedded processor to measure, control and connect to the internet. Many such devices benefit from sophisticated algorithms and data science techniques. We can develop solutions ready to roll out for deployment on the microcontroller.

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Outsourced Analysis

Outsourced Analysis

Companies which prefer to outsource data analytics instead of deploying a solution in-house can use JTA to form a virtual team to manage outsourced data analysis. Our team would typically access your data and your infrastructure and do the analysis remotely.

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Market Basket Analysis

Market Basket Analysis

Market Basket Analysis help companies understand how their customers make purchases. The objective is to help to configure sales promotions, loyalty programs and store layout.

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