DATA SCIENCE
Data Science
Data science as a BioScien service allows companies to get business insights leveraging advanced analytics technologies, including deep learning, without investing in in-house data science competencies.
BioScien provides data science services to enable them to exploit growth and process improvement opportunities.
Machine learning (ML) consulting services may include advising on and implementing ML-based software as well as supporting the existing ML initiatives.
With experience in data science (AI, DL and ML Etc.,) BioScien renders a full range of machine learning services to help companies solve business problems with accurate forecasts and predictions, root-cause analysis, (big) data mining and more.
Business analysis
- Defining business needs a firm wants to address with machine learning.
- Analysing the existing machine learning environment (if any).
- Designing a machine learning strategy and roadmap.
- Selecting optimal machine learning technologies.
- Deciding on machine learning solution deliverables.
Data preparation
- Exploratory analysis of the existing data sources.
- Data collection, cleansing, and structuring.
- Defining the criteria for the machine learning model evaluation.
Development and implementation of machine learning models
- ML model exploration and refinement.
- ML model testing and evaluation.
- Fine-tuning the parameters of ML models until the generated results are acceptable.
- Deploying the ML models.
Reporting
- Delivering machine learning output in an agreed format.
- Integrating machine learning models into an application for users’ self-service, if required.
Support and maintenance of machine learning models
- Continuous monitoring and tuning of ML models for greater accuracy.
- Adding new data to the ML models for deeper insight.
- Building new ML models to address new business and data analytics questions.
Over the past few years, machine learning has evolved beyond the realms of research and development driven by born-digital companies. Unprecedented increase in digital data coupled with easy accessibility and affordability of emerging technologies is enabling organizations to explore the possibilities of machine learning for their business. As the competitive significance of machine learning powered business models attains new heights, organizations must adapt to change or risk becoming extinct.
BioScien Machine Learning offering helps organizations to develop custom solutions that process high volumes of data and run sophisticated algorithms to learn how to perform a task by themselves. Our machine learning powered business applications enable faster decision making, increased productivity, business process automation, and faster anomaly detection. We empower organizations to:
- Understand customer behaviour to predict the most sought-after future product service.
- Accelerate execution time for processes like loan approval by implementing intelligent automation.
- Analyse present and past stats to forecast a company’s revenue and other such crucial metrics.
Explore emerging trends in machine learning to design custom solution that solves a specific business case.
Machine learning is a subset of AI where the systems can spot patterns and link it by analysing chunks of data made available to it. Such systems do not require explicit programming, but they use Big Data and sophisticated algorithms to learn how to perform the task by itself. Incorporation of Machine learning in business applications enables faster decision making, increased productivity, business process automation and faster anomaly detection. Our Machine learning offerings cover solutions around:
- Deep Learning
- Predictive Analysis
- Statistical Modelling
- Data Mining
- Supervised-Unsupervised Learning