Data Science Capability Development
Mosaic has been designing and deploying advanced analytics solutions for over 20 years. In that time, we have learned a thing or two about what makes an analytics team successful.
We have packaged up our experience in data science capability development engagements that can help any organization utilize internal data for improved business decision-making, match analytics technology, and personnel with organizational requirements, and communicate the business value realized from advanced analytics business stakeholders.
Technical Training
Mosaic’s tailor-made training curriculum offers courses both for executive & technical staff, emphasizing the business value driven by advanced analytics, effective processes for incorporating advanced analytics tools and insights into business processes, and how to identify, develop, and prioritize advanced analytics opportunities.
Advanced Analytics Readiness Assessment
Mosaic performs comprehensive assessments that help firms in utilizing internal data for improved business decision making, matching analytics technology and personnel with organizational requirements, and communicating the business value that can be realized from advanced analytics to business stakeholders. Organizational change will be required to adopt new approaches in data science and Mosaic is an excellent, objective third party to do this.
ML/AI Model Evaluation
Have you built a machine learning model that is not performing correctly? Mosaic runs into this situation all the time. Too frequently, models are built without the mathematical depth to tweak parameters if something breaks. Mosaic can swiftly diagnose the problem, work through the modeling mechanics and provide recommendations on how to correct the predictions. Explaining precision and recall to a non-technical audience is extremely important in communicating insights and keeping models running efficiently. Cross-validation, confusion matrices, AUC measures, F-measures are all standard procedures in any model developed by Mosaic. What good does a machine learning model do if you cannot explain what it is doing?
Team Evaluation
Data science is a team sport. As a data science executive, your job is to recruit, organize, and manage the team to success. Mosaic can help you evaluate how to find the right people to fill out your data science team, how to organize them to give them the best chance to feel empowered and successful, and how to manage your team as it grows. This is a focused engagement designed to rapidly get you up to speed on the process of building and managing a data science team. Our goal is to make this as convenient as possible for you.
Customers Who Have Used Data Science Capability Development
How to Get Started
Mosaic has been designing, deploying, and improving custom data science solutions since 2004. In that time, we have learned a thing or two about what makes an organization ready for ML & AI and how to train an organization to harness these insights.