ICT Ignite - Data Science Project
Project scope
Categories
Data visualization Data analysis Data modelling Databases Data scienceSkills
data collection data science extract transform load (etl) data visualization dashboardWe are looking for learners to help create a sample dataset from a set of existing pdf documents (provided to us by consumers) and then once data has been extracted, to draw helpful insights that our consumers will use to make better, informed decisions. This project will require ETL skills (extracting info from unstructured pdf documents) and once dataset is ready, the learners will have to utilize skills in data visualization to build a visualization that will help our consumers better visualize information in their documents.
Learners will hone their ETL and Data Viz skills. Learners will be challenged to work with unstructured documents and build an appropriate system for extracting and analyzing information from these documents.
This will involve several different steps for the learners, including:
- Collect data from multiple sources, clean the data, removing duplicates, missing values and resolving inconsistencies
- Create interactive dashboards to visually represent the data
Access to all available data and systems, mentorship time with our engineering team, support with key metrics and performance indicators, and overall supervision
Supported causes
Industry, innovation and infrastructureAbout the company
We incubate technology ideas in the areas of finance, education and insurance.