ICT Ignite - Data Science Project Template (edit as required)
Catégories
Compétences
Portée du projet
Quel est l'objectif principal de ce projet?
The main goal of this project is to leverage our data sources to create a data science model and dashboard to visualise and communicate insights. [add in any further project specifics]
[EMPLOYERS: edit the above to reflect the needs of your company and showcase to learners who this would be an exciting and engaging project for them to take on] This will involve several different steps for the learners, including:
The main goal of this project is to leverage our data sources to create a data science model and dashboard to visualise and communicate insights. [add in any further project specifics]
[EMPLOYERS: edit the above to reflect the needs of your company and showcase to learners who this would be an exciting and engaging project for them to take on] This will involve several different steps for the learners, including:
Quelles tâches les Apprenant.es devront-iels accomplir pour atteindre l'objectif du projet?
- Analysing the existing data sources and considering the data quality and availability
- Developing a data science model
- Consider and apply ways to clean the data if necessary making it suitable for analysis
- Optimising model performance and assessing areas of improvement
- Researching other variables that could enhance and improve the model
- Testing the developed model and making adjustments as necessary
- Presenting initial findings on the data with an engaging data narrative
- Develop initial interactive data visualisations that allow for the user to explore the data available
- [add in any further project tasks as required]
[EMPLOYERS: edit the above to reflect the needs of your company and showcase to learners who this would be an exciting and engaging project for them to take on]
- Analysing the existing data sources and considering the data quality and availability
- Developing a data science model
- Consider and apply ways to clean the data if necessary making it suitable for analysis
- Optimising model performance and assessing areas of improvement
- Researching other variables that could enhance and improve the model
- Testing the developed model and making adjustments as necessary
- Presenting initial findings on the data with an engaging data narrative
- Develop initial interactive data visualisations that allow for the user to explore the data available
- [add in any further project tasks as required]
[EMPLOYERS: edit the above to reflect the needs of your company and showcase to learners who this would be an exciting and engaging project for them to take on]
Comment aiderez-vous les Apprenant.es à mener à bien le projet?
Access to all available data and systems, mentorship time with our engineering team, support with key metrics and performance indicators, and overall supervision
[EMPLOYERS: what can you offer the learning coming in to complete this project? Please add as much detail as possible including the types of mentorship, instruction, materials, training etc that will be available to them]
Access to all available data and systems, mentorship time with our engineering team, support with key metrics and performance indicators, and overall supervision
[EMPLOYERS: what can you offer the learning coming in to complete this project? Please add as much detail as possible including the types of mentorship, instruction, materials, training etc that will be available to them]