Included Certificate: Agile Data Science Team Lifecycle , SEUs: 16 , PDUs: 16
The Data Science Fabric is an agile, iterative data science methodology to deliver predictive analytics solutions and intelligent applications efficiently. This process helps improve team collaboration and learning. The fabric is a distillation of the best practices and structures from large corporations in the industry that facilitate the successful implementation of data science initiatives. This boot camp provides a dive into of the data science lifecycle and its main components, panning out the project tasks and roles involved in the lifecycle of Data science Project.
Course Topics :
Business Understanding -defining Objectives
Data Acquisition and Understanding _ data ingestion, Exploration etc.
Modeling- Model Training, Feature Engineering
Deployment -Dashboards, Apps
Project Planning- Resource and timeline estimation
Agile development- Sprint planning, User stories, Defining technical tasks
Collaborative coding with Git
Execute data science tasks
Track progress- DashBoard Charts
Who should attend?
Building up a data science team in organizations is the reality of the day. This program is for everyone involved in analytics, machine learning / deep learning using the collaborative Agile framework. It is particularly beneficial for those people within an organization accountable for maximizing the value of work done by the Development team, including Scrum Masters, Product Owner, Product Manager, and managers.
Complete hands-on workshop using cloud computing (AWS/AZURE) with focus on to deal with organizational challenges and implantation issues. Data Science is a team process and participants learn by doing and training facilitator balances between ML concepts and practical implementations. Participants work in small teams to learn and play all the roles to understand the importance of the Scrum Team.