Simplistic data analytics web app
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Description
Experience Level: Expert
My client is in the data mining industry who is looking to create a data platform that allows users of various permissions to securely generate and share data visualizations, data processing and machine learning models of various kinds within their organization. The general requirement of the system is
1) Develop a cloud platform that connects to an unlimited number of data sources.
2) Allows users to create, save and share stunning data visualizations within dashboards.
3) Ability to securely host data models via dynamic routes logging requests and feedback from and to the api.
4) Securely serve and host jupyter notebooks for the users.
4) Not in this phase, Graphical data pipeline.
We are looking for a system that is cloud-based, powered by python and with simplistic, professional and powerful UI.
We are looking for something which mimics such functionality
Data Sources - https://www.holistics.io/query-visualize/postgresql/
For the initial phase, we want to start database connections to Postgres, Mysql & Excel (CSV, XLSX) data connections
Data Viz Generator
https://chartio.com/
https://www.holistics.io/features/datasets/
https://www.holistics.io/features/dashboards/
https://www.holistics.io/features/embedded-analytics/
Model Hosting
Create a dynamic api with routes that host pickle model files as explained in the doc.
This is an example of a simplistic way of hosting a model. Now we need to provide a mechanism in which users upload a pickle file and host the model. The model is created outside the system. https://medium.com/analytics-vidhya/how-to-deploy-simple-machine-learning-models-for-free-56cdccc62b8d
See attachent
1) Develop a cloud platform that connects to an unlimited number of data sources.
2) Allows users to create, save and share stunning data visualizations within dashboards.
3) Ability to securely host data models via dynamic routes logging requests and feedback from and to the api.
4) Securely serve and host jupyter notebooks for the users.
4) Not in this phase, Graphical data pipeline.
We are looking for a system that is cloud-based, powered by python and with simplistic, professional and powerful UI.
We are looking for something which mimics such functionality
Data Sources - https://www.holistics.io/query-visualize/postgresql/
For the initial phase, we want to start database connections to Postgres, Mysql & Excel (CSV, XLSX) data connections
Data Viz Generator
https://chartio.com/
https://www.holistics.io/features/datasets/
https://www.holistics.io/features/dashboards/
https://www.holistics.io/features/embedded-analytics/
Model Hosting
Create a dynamic api with routes that host pickle model files as explained in the doc.
This is an example of a simplistic way of hosting a model. Now we need to provide a mechanism in which users upload a pickle file and host the model. The model is created outside the system. https://medium.com/analytics-vidhya/how-to-deploy-simple-machine-learning-models-for-free-56cdccc62b8d
See attachent
Nakala Analytics Ltd
92% (10)Projects Completed
7
Freelancers worked with
6
Projects awarded
38%
Last project
15 May 2020
Kenya
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