Interactive BI Collaboratory
Himanshu Singh
Hyderabad, Telangana
- 0 Collaborators
Moving above the traditional approach of Drag-and-Drop. Making the process more interactive and exhaustive. ...learn more
Project status: Concept
Intel Technologies
MKL,
Intel Opt ML/DL Framework,
BigDL,
DAAL
Overview / Usage
Using NLP and Advanced AI approaches to make Business Intelligence much more immersive, easy to use, and giving exhaustive insights.
In current scenario BI tools requires specific training, and learning few complex and unnecessary methods. This tool tries to simplify the existing approaches, as well as provide tools and experiences which one cannot find in traditional BI tools. Also, it includes the plug and play model which makes it much more interactive and user friendly.
Methodology / Approach
This project will be entirely made on the framework of Python and TensorFlow. To give the UI a friendly environment, we will be using AngularJS with Django and Flask for API development. For making the tool ready to handle large datasets, either structured or unstructured, we will be using Apache Spark framework, with integration to different NoSQL and SQL Databases.
Technologies Used
Python
TensorFlow
Keras
AngularJS
AWS
Django
Flask
MongoDB
MySQL
Spark
Intel® Optimization for TensorFlow
BigDL
Intel® Math Kernel Library for Deep Neural Networks (Intel® MKL-DNN)
Intel® Data Analytics Acceleration Library (Intel® DAAL)
Intel® Computer Vision SDK
Deep Learning Deployment Toolkit
Repository
https://github.com/BlackFeathersIntelligence/interactivebi.git