Fundamental Data Skills
Data Science for Technical/Project Managers
Data Science for Technical/Project Managers
1 Days
Overview
Technical/Project Managers are faced with the difficult task of managing a new and often less understood field. They must both understand the nature of their team’s work and translate it into business impact. They are responsible for scoping potential projects and managing the non-deterministic workflow of a data science team. Furthermore, they must be able to translate the details of their team’s work and its impact to nontechnical stakeholders.
In this course we equip Technical/Project managers with the ability to manage their team, make nuanced decisions on project direction, and communicate the impact back effectively.
Course Outcomes
Upon completion of the course, attendees should be able to:
- Identify appropriate projects for a data science solution
- Manage the end-to-end life cycle of a data science project, from scoping through monitoring and expiration
- Demonstrate the impact of a data science project to external stakeholders
Training Content
- Demystifying the Data Science & All the other buzzwords
- Introduction to Data Science in Business
- Data Science Landscape
- Common Misconceptions & Mistakes
- Applications in Business
- Data Management
- Data Collection Problems
- How to keep Data Tidy
- Thinking Like a Data Scientist (without being one)
- Short Introduction to Statistics
- Brief Overview of Machine Learning Models (Supervised & Unsupervised)
- Data Science Project Scoping with a Case Study
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