Tech CASA offers core business process services by streamlining processes and leveraging new-generation technology
BUSINESS PROCESS SERVICES
Today, data is everywhere: on premise, mobile, and in the cloud. As a business grows, so do the quantity and complexity of data. The need is to uncover new and meaningful patterns in your collected data to make informed business decisions, improve processes and enhance customer satisfaction.
Tech CASA provides data mining outsourcing services to help organizations convert raw data into actionable insights. Our outsourced data mining services experts analyze large volumes of data stored in your data warehouse using pattern recognition technologies and statistical and mathematical modelling algorithms. This enables us to reveal hidden patterns in your data that can’t be detected using standard OLAP and query tools. With a broad set of data mining capabilities and well-defined operational frameworks, we help organizations maximize the value of all data and assess future business prospects with confidence.
Cut through the Chaos with our Robust Data Mining Process
Data mining, also known as Knowledge Discovery in Databases (KDD), is an automated process to extract valuable insight from large data sets that can be essential in the decision-making process. At Tech CASA we leverage cross-industry standard process for data mining (CRISP-DM) to help our clients make the most of their enterprise data. Our data mining process consists of the following stages:
1. Business Understanding
Define what we have at the moment and what we would like to have at the end of the process. This stage primarily sets business objectives we need to achieve through data mining outsourcing services.
2. Data Understanding
Collect, analyze and verify data from different sources. Create charts, summaries and reports explaining interdependence between different features, and verify the quality of gathered data.
3. Data Preparation
Transform raw data sets into well-organized structures. At this stage, we filter errors, examine the significance of data, and transform data features into forms required for data mining process.
This phase includes the selection of modelling techniques, quality evaluation criteria, and the forms of modelling. The objective is to adjust models and parameters to find the best matching knowledge.
Analyze performed tasks in the previous steps, and look for potential errors and any simplifications or improvements. Assessment of data mining results with respect to business success criteria.
Create final reports on the findings, plan deployment, and use supporting software to allow employees to leverage newly generated knowledge and defined processes for business growth and productivity.
Giving you the Power to Make Smarter Business Decisions
We treat every single data mining project as a unique venture and offer custom solutions to meet your specific business requirements. Our in-depth knowledge on data mining processes coupled with advanced techniques make us the preferred choice for data mining needs in many industries including retail, manufacturing, insurance, telecom, banking, e-commerce, hospitality, and more. We help organizations make informed business decisions with our data mining outsourcing services consisting of the following:
- Data extraction from scanned documents
- Pre-processing of data from your warehouse
- Extracting meta-data from websites
- Gathering data from websites to excel spreadsheets
- Information collection from social media websites
- Data mining for fraud detection
- Online news and information research
- Spreadsheet presentations of extracted data
- Online synchronization for different databases
- Service, product, and brand feedback search
- Analysis and interpretation of industry data
- Competitors’ growth analysis and tracking
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