Data Science for Non-Data Scientists
Today, most companies are capable of building their own data science teams and most people looking to become data scientists have a myriad of educational options. Yet data science adoption at a majority of organizations continues at a glacial pace. Fast Lane’s Zombie Apocalypse curriculum is a dynamic and fun way to upskill the non-data scientists in your organization so that you can start reaping the benefits.
In a recent report, Gartner estimated that 85% of big data science projects fail! We believe this is due in fact to a “Last Mile” divide between data scientists and their project stakeholder /subject matter expert counterparts. Data scientists are generalists who need these stakeholders to frame the problems that need solving and to provide them with the data they need in order to solve those problems.
Upskill the employees and stakeholders with basic coding skills and data science literacy that will empower them to bridge the gap. That doesn’t mean that they need to become data scientists (a costly and impractical solution). And ensure that they have FUN doing it: What’s better than identifying and destroying zombies before they eat your brain?
In the Zombie Apocalypse Curriculum, students will learn:
- The fundamental components and process of a data science project
- How to frame their requirements through the lens of machine learning
- The vocabulary needed to communicate their requirements
- By acquiring these skills, an organization can work toward realizing the strategic and financial benefits of integrating machine learning into their business processes
- Leverage their data science teams more efficiently
- Increase critical collaboration between teams
- Boost morale by eliminating friction points and by defining a role for non-technical employees
This course aims to give non-technical stakeholders the skills and data science literacy to participate as a core member of a data science project team. Over the five days, students will be tasked with saving the world from the Zombie Apocalypse using basic Python, Pandas/Excel, and machine learning skills.
Who Should Attend?
- Any stakeholder with no or limited technical background who participates in digital transformation or data analytics projects
- Non-technical professionals who have a need to partner with their data science team
- Business Intelligence professionals who want to gain experience using Python’s data analytics tools
- Non-technical business managers
- Basic knowledge of Python
|Module #||Description||Lessons & Labs|
|1||Python Fundamentals Review
What Data Science Is & Is Not
||We'll use the following classification algorithms to determine whether or not someone is a zombie:
||Team-Based Capstone Project: