Machine Learning & Data Science
|Data Cleansing Services & Solutions
Data Preparation is the process of collecting, cleaning, and transforming data and creating a workflow. Data cleaning is also data scrubbing to detect & remove the missing values, special values, errors, and outliers and inconsistencies from data in order to improve the quality of data. Data Consistency have three types – In Record Consistency, Cross-Record Consistency, Cross-Dataset Consistency.
|Data Wrangling or Data Munging
Data Munging or Data Wrangling is cleaning and transforming the data and pre-processing of data before the process of Data Mining. It involves Enriching the Data, Standardization, Normalization, Applying Macro, Finding Patterns, Sort, Filter, Merge, Transpose and Parse the data.
|Data Analytics – Models & Algorithms
An algorithm (Machine learning) is a set of heuristics and mathematical calculations that develops a Model based on Data Content. To Develop a Model, an algorithm first analyze the data and generates patterns or trends. Later Algorithm Optimizes the model by Analysis of Data.
|Choosing the Right Machine Learning Algorithm
Different algorithms – Classification Algorithms, Regression Algorithms, Segmentation Algorithms, Association Algorithms and Sequence Analysis Algorithms. Choosing the Algorithms based on Tasks – Predicting a discrete attribute, Predicting a continuous attribute, Predicting a sequence, Finding groups of common items in transactions, Finding groups of similar items.
|Data Visualization Solutions
Improvise your business by seeing your business data in a stunningly visual analysis using our Data Visualization Solutions. Data Visualization Services and Infographics Services provide you interactive products to visually communicate your data.
QuantVector Application Modernization Services helps in transforming your legacy application to become more agile and efficient through the power of new IT.
|Product Design Services
Designing Products for an engaging user experience, enhanced customer satisfaction, and improving brand perception. Our Product Design Services involves Design Discovery, Prototyping, Usability Testing, UI Design.
|Software Product Development Services (PHP, ASP.NET)
QuantVector Product Development Services ensures Products with Robust Technology, High Processing Speeds, Multi-Tenancy, Multi-tier Architecture using cutting-edge technologies.
|MySQL, SQL Server and Oracle to Big Data
QuantVector Big Data Solutions provides solutions for storing data in RDBMS – MySQL, SQL Server, Oracle, SAP, ERP or migrating from RDBMS to Apache Hadoop and Apache Spark. QuantVector adopted best practices for Data Migration, Data Error-Handling and Data Backup. Our Real Time Migrations are supported on Cloud and On-Premises.
|Adopt Agile Infrastructure
Architect Cloud Native Application and DevOps Processes using modern DevOps Technologies like Microservices Architecture, Containers and Serverless Architecture to enable Continuous Integration, Continuous Delivery.
|Test Driven Development Approach
QuantVector offers Continuous Testing to obtain immediate feedback on the business risk associated with Software Release. Automated Testing Tools are used for functional, regression, performance and integration testing. Test Driven Development (TDD) Approach is followed to increase productivity and overall development of Product.