ÉCOLE POLYTECHNIQUE FÉDÉRALE DE LAUSANNE · SWITZERLAND
Applied Data Science: Communication & Visualization
Certificate · Taught in en
At a glance
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Duration
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IELTS
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Tuition / yr
en
Language
Certificate
Level
- 15 ECTS creditsCredits
- 4 certified courses + Capstone ProjectStructure
- 450 hours estimated workloadEstimated Time
- EPFL Certificate of Open Studies DiplomaAward
This program equips you with essential data science skills in communication and visualization, enabling you to transform raw data into clear, impactful insights. You will learn the tools and techniques needed to create compelling visuals that enhance data analysis and effectively convey findings to diverse audiences. The program is ideal for professionals working with data who aim to develop industry-level expertise, whether for career advancement or to open new opportunities in their current roles.
Curriculum
The program comprises four certified courses and a customizable capstone project. Upon successful completion, you will earn an EPFL Certificate of Open Studies Diploma and 15 ECTS credits.
- Course 1
- Basic Data Science Reports
- Getting ready with R and RStudio
- Data wrangling with the tidyverse
- Introduction to data visualization and the grammar of graphics
- Study relationships with data visualization
- Study distribution with data visualization
- Organizing reports with RMarkdown
- Case studies in time series, cartography and network data
- Course 2
- Advanced Data Science Reports
- In-depth data wrangling for visualization
- Mastering annotations on charts
- Advanced report and presentations automations
- Communicating about uncertainty
- Designing corporate themes
- Research-based best practices for charts
- Storytelling with animations
- Advanced case studies in time series, cartography and network data
- Course 3
- Interactive Data Science Visualization
- Introduction to HTML widgets ecosystems
- Rethinking visualization for interactivity
- Introduction to Shiny app architecture
- Converting static charts to Shiny apps
- Blending Shiny app and Rmarkdown reports
- Course 4
- Customized Dashboards
- Best practices in Shiny app architecture
- Customizing Shiny apps with CSS and JavaScript
- Managing diverse input/output for Shiny apps
- Testing Shiny apps
- Custom visualizations with D3
- Capstone Project
- Customizable Capstone Project
Careers
The ability to simplify complex information and present data insights effectively is crucial across various fields. Strong data visualization and communication skills enhance your impact and can lead to new career opportunities.
- Marketers
- Journalists
- Consultants
- Business owners
- Analysts
- Academics
Frequently asked questions
- What are the entry requirements for the Applied Data Science: Communication & Visualization program?
- The program is taught at an intermediate level and requires an English language proficiency of B2 level. Prior experience with data wrangling and any programming language is also recommended.
- How much does the Applied Data Science: Communication & Visualization program cost?
- The program has a monthly subscription fee of CHF 590. For a flat fee quote for the entire course duration, please contact extension.school@epfl.ch.
- What is the structure and duration of the Applied Data Science: Communication & Visualization program?
- The program consists of four certified courses and a customizable capstone project, totaling an estimated workload of 450 hours. Upon completion, you will receive an EPFL Certificate of Open Studies Diploma and 15 ECTS credits.
- How do I apply for the Applied Data Data Science: Communication & Visualization program?
- You can apply by visiting the secure enrollment site at learn.extensionschool.ch/sign_up, creating a learner account, and providing your personal information, payment details, and a valid government-issued photo ID.
- What kind of career opportunities can this program lead to?
- The skills developed in this program are valuable for roles such as Marketers, Journalists, Consultants, Business owners, Analysts, and Academics, as effective data visualization and communication are crucial across many fields.
Entry requirements
PrerequisitesIntermediate level with understanding of data wrangling and prior experience with any programming language.
English Language ProficiencyB2 Level
The program is taught at an intermediate level. Prior experience with data wrangling and any programming language is recommended.
Fees
Tuition (international)CHF 590.- per month
Tuition (home)—
Living—
A monthly subscription fee of CHF 590 applies. For a quote or to pay a flat fee for the entire course duration, please contact extension.school@epfl.ch.
How to apply
1. Visit Enrollment SiteGo to the secure enrollment site: https://learn.extensionschool.ch/sign_up
2. Create Learner AccountComplete the registration process to create your learner account.
3. Provide InformationYou will be asked to provide your personal information (name, address, date of birth), valid credit card details, and a valid government-issued photo ID (e.g., passport, driver's license) matching your registration name.
4. Enroll in ProgramSelect the desired program (Applied Data Science: Communication & Visualization) if prompted, or proceed directly if the link is program-specific.
Accreditation
EPFL Certificate of Open Studies Diploma
Frequently asked questions
What are the entry requirements for the Applied Data Science: Communication & Visualization program?
+
The program is taught at an intermediate level and requires an English language proficiency of B2 level. Prior experience with data wrangling and any programming language is also recommended.
How much does the Applied Data Science: Communication & Visualization program cost?
+
The program has a monthly subscription fee of CHF 590. For a flat fee quote for the entire course duration, please contact extension.school@epfl.ch.
What is the structure and duration of the Applied Data Science: Communication & Visualization program?
+
The program consists of four certified courses and a customizable capstone project, totaling an estimated workload of 450 hours. Upon completion, you will receive an EPFL Certificate of Open Studies Diploma and 15 ECTS credits.
How do I apply for the Applied Data Data Science: Communication & Visualization program?
+
You can apply by visiting the secure enrollment site at learn.extensionschool.ch/sign_up, creating a learner account, and providing your personal information, payment details, and a valid government-issued photo ID.
What kind of career opportunities can this program lead to?
+
The skills developed in this program are valuable for roles such as Marketers, Journalists, Consultants, Business owners, Analysts, and Academics, as effective data visualization and communication are crucial across many fields.