Data Science And Analytics Solutions Tailored To Fit Your Business Needs
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Our clients include 150 Global Brands, Silicon Valley Founders
Capital Numbers Is A Leading Provider Of Data Science Services
We bring deep expertise in Python and R, lean software development practices, and high-performance product culture. The key to our success has been a business culture that puts products over projects, customer success over contract terms, and real business results over pure technical innovation.
Our approach involves developing a solution that matches your business needs, the kind and amount of data that you gather and based on your existing IT infrastructure setup.
Our Analytics Capabilities
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Process To Problem-Solving
Data Discovery
We start by creating a high-level understanding of your company and defining the business problem and data sources. We try to understand the nature of the data in terms of whether it is qualitative or quantitative, structured or unstructured, archived or streaming, etc.
Data Preparation and Cleansing
This step involves preprocessing data based on the analysis requirement. We check for missing values, remove data inconsistencies, normalize datasets, and ensure that the data is ready for exploration.
Tools: Data Wrangler, OpenRefine
Data Exploration
At this stage, we get an intuition of the data, distinguish relevant variables and their relationships, identify outliers, validate assumptions, and choose appropriate techniques for modeling. We use graphical statistical methods from the simple histogram and scatter plot to probability plot and seasonal subseries.
Tools: R, Python (Flask)
Data Modelling
Based on the insights from exploration and the requirement, we develop predictive or descriptive models—from simple regression to deep learning. After multiple repetitions, the most suitable model is created. These models are then verified with the test data and approved by our experts.
Tools: R, Python, Scikit, TensorFlow
Communication
Using statistical descriptions and visualization techniques, we communicate the key findings from the models implemented. With the help of interactive tools, business users can change the variables in the model and explore potential outcomes to strategize or refine their decisions.
Tools: Gephi, D3.js, GGobi
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Our Tech Expertise
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Industry Experience
Our team is specialized in a wide array of industry verticals
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ISVs & Product
Companies -
Digital & Marketing
Agencies -
Banking &
Finance -
Retail &
E-Commerce -
Healthcare
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Education and
E-Learning -
Logistics &
Transportation -
Media &
Entertainment -
Automotive
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Travel &
Tourism -
Technology
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Publishing &
Advertising
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Easy to choose pricing models
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- Shovan
- Dibakar
- Indrajit
- Avik
- Sagnik
