Outsource2india Designed a Plugin to Convert NoSQL to SQL for a US Restaurant Chain using Predictive Algorithm
The Client & Requirements
The client is a leading US-based restaurant chain. They are one of the largest dining restaurant chains and have outlets spread across different cities of the country. They were looking for a data science service provider who could help them to design a plugin which would easily convert NoSQL to SQL using predictive algorithms.
Our team of data scientists had to face a few challenges while implementing the project for the client. Some of the key challenges are listed here -
- The client was experiencing a steep increase in unstructured data such as text, multimedia, etc. and we needed to build an efficient and scalable method to store and retrieve data
- NoSQL databases support only a limited type of queries and are not all useful to build effective predictive models, so we needed to convert them to SQL which would help the client to analyze the data in an easier manner
After carefully analyzing the client's requirements and keeping the various challenges in mind, our experienced team of data scientists developed the following solution -
- Building a predictive model on NoSQL has always been a challenge, hence we developed a generic plugin which would convert NoSQL to SQL
- Our solution works with any form of NoSQL data of any level of complexity, independent of the schema and domain
- We built predictive algorithms which work seamlessly with the data. We leveraged several tools and technologies including Python, HBase, R, Map-Reduce, MongoDB, Hadoop, etc. while implementing this project
The client was extremely delighted with the project results. Our complete solution design and modeling helped the client in segmenting their customers and it was highly flexible to accommodate any new updates as per the client's business requirement.
Hire Outsource2india for Highly Efficient Data Science Solutions
Outsource2india has been a leading provider of highly efficient and cost-effective data science services in India and to clients around the globe. We have a team of highly experienced data scientists and algorithm developers who understand the needs of the client in a flash and provide the services accordingly.
If you are looking for a reliable, cost-effective, efficient big data lakes solutions and consulting service provider, then look no further. If you have a similar project requirement, then feel free to get in touch with our team today.