Learning Data Science: Using Agile Methodology

Go to class
Write Review

Free Online Course: Learning Data Science: Using Agile Methodology provided by LinkedIn Learning is a comprehensive online course, which lasts for 1-2 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Learning Data Science: Using Agile Methodology is taught by Doug Rose.

Overview
  • Deliver valuable data science insights every two weeks. Learn how to work within the data science life cycle (DSLC) and break down your work with tools such as question boards.

Syllabus
  • Introduction

    • Welcome
    1. Define Data Science Success
    • Review a typical project
    • Work on a data science project
    • Compare project challenges
    • Set success criteria
    2. Use a Data Science Lifecycle (DSLC)
    • Use a DSLC
    • See how to use a DSLC
    • Loop through questions
    • Iterate through DSLC sprints
    3. Work in Sprints
    • Create a question board
    • Focus on just a few meetings
    • Break down your work
    • Tell an interesting story
    4. Evolve Greater Knowledge
    • Work without objectives
    • Rely on serendipity
    • Add to organizational knowledge
    5. Avoid Pitfalls
    • Work without exploring
    • Ignore business value
    Conclusion
    • Next steps