Johns Hopkins University
Executive Data Science Specialization
Johns Hopkins University

Executive Data Science Specialization

Be The Leader Your Data Team Needs. Learn to lead a data science team that generates first-rate analyses in four courses.

Roger D. Peng, PhD
Brian Caffo, PhD
Jeff Leek, PhD

Instructors: Roger D. Peng, PhD

Included with Coursera Plus

Get in-depth knowledge of a subject

(7,274 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(7,274 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

What you'll learn

  • Become conversant in the field and understand your role as a leader.

  • Recruit, assemble, evaluate, and develop a team with complementary skill sets and roles.

  • Navigate the structure of the data science pipeline by understanding the goals of each stage and keeping your team on target throughout.

  • Overcome the common challenges that frequently derail data science projects.

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
29 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Johns Hopkins University

Specialization - 5 course series

What you'll learn

  • Describe Data Science’s role in various contexts

  • Understand how Statistics and Machine Learning affect Data Science

  • Use the key terms used by data scientist

  • Predict whether a Data Science project will be successful

Skills you'll gain

Data Science, Statistical Inference, Data Analysis, Machine Learning, Predictive Modeling, Data-Driven Decision-Making, Software Engineering, Data Management, Project Design, and Performance Metric

What you'll learn

  • Describe the various roles that make up a Data Science team

  • Manage a Data Science team onboarding

  • Know relevant questions for interviewing data scientists

  • Understand how to encourage and empower Data Science teams

Skills you'll gain

Data Science, Cross-Functional Collaboration, Team Management, Team Building, Interviewing Skills, Team Motivation, Employee Onboarding, People Management, Technical Management, Data Strategy, Organizational Leadership, and Recruitment

What you'll learn

  • Differentiate between various types of data pulls

  • Describe the basic data analysis iteration

  • Explore datasets to determine if data is appropriate for a project

  • Use statistical findings to create convincing data analysis presentations

Skills you'll gain

Data Analysis, Statistical Inference, Communication, Exploratory Data Analysis, Data Presentation, Statistical Methods, Workflow Management, Statistical Modeling, Data Management, Team Leadership, Analytical Skills, Team Management, and Management Training And Development

What you'll learn

  • Identify strengths and weaknesses in experimental designs

  • Learn novel solutions for managing data pulls

  • Describe common pitfalls in communicating data analyses

  • Understand a typical day in the life of a data analysis manager

Skills you'll gain

Data Quality, A/B Testing, Data Analysis, Statistical Inference, Statistical Modeling, Statistical Analysis, Technical Communication, Data-Driven Decision-Making, Data Management, Statistics, Statistical Machine Learning, and Data Science

What you'll learn

  • Apply your learning to a real-world scenario

  • Lead a virtual data science team

  • Manage a complex analysis project from start to finish

  • Prepare and submit a final presentation

Skills you'll gain

Cross-Functional Team Leadership, Data-Driven Decision-Making, Project Management, Leadership, Technical Communication, Data Management, Project Implementation, Data Analysis, Team Building, Data Science, Solution Delivery, Team Management, and Data Presentation

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Roger D. Peng, PhD
Johns Hopkins University
37 Courses1,663,359 learners
Brian Caffo, PhD
Johns Hopkins University
30 Courses1,692,171 learners
Jeff Leek, PhD
Johns Hopkins University
32 Courses1,728,707 learners

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