Sand Accumulation

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Usecases / Oil & Gas


Business& Problem Statement Understanding

Define objectives for the business problem that nees to be tackled

Data Acquisition

Gather and scape the necessary data to solve the problem

Data Cleaning

Fix the inconsistencies within data and handle potential data issues

Data Exploration

Form hypotheses about the business problem by visually analyzing the data


Feature Engineering

Select important features and construct more meaningful ones using the raw data that is acquired

Predictive Modeling

Train AI/ML models, evaluate their performance, and use them to make predictions

Data Visualization

Highlight the identified hotspots through mobility application