Data Analytics

Converting analytics into insights forms a solid base when it comes to making informed decisions, knowing the latest market trends and creating new and better products for your customers.

From identifying business opportunities to improving processes and optimising performance, data analytics is a vital part of your digital strategy that cannot be ignored. Step into the future with the right analytics!

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Why Work With
Caspian Digital Solutions?

Progress is a passion. We believe in order to move forward, we must do so with data and intelligence. As a data-driven and results-focussed organisation, we make it a point to help you automate your processes and make informed decisions that help you stay ahead of the competition.

 

  • Find the root of the problem by asking the right questions
  • Perform exploratory study on the data
  • Model the data using various algorithms
  • Communicate and visualise the results via dashboards, charts, graphs etc.
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What We Offer

  • Predictive Causal Analytics
  • Prescriptive Analytics
  • Predictions in Machine Learning
  • Pattern Discovery in Machine Learning

Predictive Causal Analytics

Progress is a passion. We believe in order to move forward, we must do so with data and intelligence. As a data-driven and results-focussed organisation, we make it a point to help you automate your processes and make informed decisions that help you stay ahead of the competition.

Know More

Prescriptive Analytics

Progress is a passion. We believe in order to move forward, we must do so with data and intelligence. As a data-driven and results-focussed organisation, we make it a point to help you automate your processes and make informed decisions that help you stay ahead of the competition.

Know More

Predictions in Machine Learning

Progress is a passion. We believe in order to move forward, we must do so with data and intelligence. As a data-driven and results-focussed organisation, we make it a point to help you automate your processes and make informed decisions that help you stay ahead of the competition.

Know More

Pattern Discovery in Machine Learning

Progress is a passion. We believe in order to move forward, we must do so with data and intelligence. As a data-driven and results-focussed organisation, we make it a point to help you automate your processes and make informed decisions that help you stay ahead of the competition.

Know More

Partner Up With The Best Business Intelligence Company in Malaysia.

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Our Process Framework

Phase 1 — Discovery

It’s important to understand the various specifications, requirements, priorities and budget. You will assess if you have the required resources present in terms of people, technology, time and data to support the project. In this phase, there will be a need to frame the business problem and formulate Initial Hypotheses (IH) to test.

Phase 2 — Data Preparation

Phase 2 requires an analytical sandbox in which you can perform analytics for the entire duration of the project. You will need to explore, pre-process and condition the data prior to modelling. Further, ETLT (extract, transform, load and transform) will be performed to sift data into the sandbox.

Model Planning

The methodology and techniques to draw the relationships between variables will be determined in this step. The relationships will set the base for the algorithms which will be implemented in the next phase. Application of Exploratory Data Analytics (EDA) will be implemented through various statistical formulas and visualisation tools.

Model Building

In this phase, you will develop datasets for training and testing purposes. Here you need to consider whether your existing tools will suffice for running the models or it will need a more robust environment (like fast and parallel processing). You will analyse various learning techniques like classification, association and clustering to build the model.

Operationalise

This phase will require the delivery of final reports, briefings, code and technical documentation. The pilot project can also be implemented in a real-time production environment to give you a clear picture of the performance and other related constraints before the full deployment of the system.

Results

It’s imperative that you have been able to achieve your planned objective within the first phase. The final phase should identify the key findings, communicate the results to the stakeholders and determine the success or failure of the project based on the criteria developed in Phase 1.

OUR EXPERTISE PLATFORMS

RapidMiner

A data science software platform developed by RapidMiner.

BigML

A data science software platform developed by RapidMiner.

Weka

A data science software platform developed by RapidMiner.

R

A data science software platform developed by RapidMiner.

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Don’t let your data gather dust! Get in touch and let us help you.