top of page
How will you apply machine learning?
Production optimization
Job site safety
Demand prediction
Risk mitigation
Predictive maintenance
Resource exploration
Grid management
Demand response
Capacity management
Data Science Project Phases
Strategy
In our first phase of an ML project, we outline strategic goals. We match the problem with the solution, define the scope of work and plan the development.
Dataset Preparation & Processing
The second stage of project implementation is complex and involves data collection, selection, pre-processing, and transformation. Each of these phases can be split into several steps.
Dataset Splitting
A dataset used for machine learning should be partitioned into three subsets — training, test, and validation sets.
Modelling
Model exploration, refinement, evaluation, deployment then maintenance.
About Us
Olsen Consulting is a team of management consultants specialized in applied advanced technologies. We work with clients in the construction, energy and natural resources sectors across North America.
bottom of page