RWS Data Science Services
Data science services allow you to factor data-based evidence into business decisions – but the advanced nature of the analytics involved, and the vast amounts and variety of data typically being analyzed, can make it inherently challenging. RWS has the skills and experience to develop customized data science services that allow you to extract actionable information from multiple data sources and ever-growing volumes of data.
Investing in data science can lead to stronger business performance, improved conversion rates, better business decision-making, and the creation of more personalized digital customer experiences. Our certified data experts will draw on their extensive experience and deep technology expertise to design, develop and deliver a customized data science solution that's right for your business.
What do you want to learn from your data?
The data science solution we develop for you will be tailored to the nature of your business and the objectives you want to achieve. RWS Data Science Services can fulfil a wide range of real-time and near-real-time analysis requirements, including:
- Recommendation engines for online retail and streaming media services
- Sentiment analysis for marketing and customer service applications
- Delivery of insights that support business decision-making and strategy development
- Chatbots and AI assistants for customer service and information retrieval
- Anomaly detection for purposes such as fraud detection and cybersecurity
- Pattern recognition for applications like customer analytics and risk management
- Predictive modelling of, for example, customer behaviour for targeted marketing
Data ingestion and storage
- Data ingestion from heterogeneous sources
- Data wrangling to filter and clean data and manage the data pipeline
- Creation of data lakes – reservoirs for any size, shape and speed of enterprise, social and device information
Data processing and ETL (extract, transform, load)
- Data mining and development of statistical analysis to generate data insights and access data management capabilities
- Development of big data strategy solutions for processing large business datasets using advanced tools and techniques
- Transformation, representation and filtering of complex datasets into appealing visuals alongside reporting based on business rules
- Information delivery from the data warehouse to business intelligence (BI) tools or custom dashboards to generate real-time graphs, charts and diagrams
Why choose RWS?
Skills and expertise
Our technology expertise
We're familiar with multiple data formats; a wide range of storage systems, cloud platforms and related technologies; and leading data processing, analytics and visualization tools.
|Data ingestion and storage||Data processing and ETL||Analytics and business intelligence|
|Apache Hadoop||Apache Hive||Highcharts|
|Amazon DynamoDB||Apache Spark||Tableau|
|AWS||Apache Sqoop||Microsoft Power BI|
|Amazon S3||Amazon Kinesis|
|Microsoft Azure||AWS Lambda|
|Redis||Azure Synapse Analytics|
|Microsoft SQL Server||Azure Databricks|