Seaborn is an open-source Python data visualization tool that's based on matplotlib, a comprehensive Python library used to create interactive, static, and animated visualizations. Using seaborn gives you a way to bridge the gap between insight and data. It gives users a high-level interface to make statistical graphics, building upon matplotlib, and integrating with pandas data structures. It enables users to explore data with plotting functions that operate on dataframes. Users can focus more on what the elements of plots mean instead of how to draw them thanks to seaborn's dataset-oriented, declarative API.

What skills or experience do I need to already have, before starting to learn seaborn?

Before you tackle learning seaborn, you should have a good foundation in the basic terminologies of computer programming. It also helps to have a firm grasp of Python or other programming languages. If you’re familiar with working with matplotlib, that’s a bonus too. If you’ve never worked with Python before, it might help to take a beginner-level course to develop those skills before learning seaborn.

What are typical careers that use seaborn?

Some common careers in data visualization include data visualization engineer, which has a median annual salary of $92,305 in the US as of 2021, according to PayScale. Other careers that may use seaborn include data analyst, business intelligence analyst, and data scientist. Because seaborn is a data visualization tool, it opens the door to a variety of careers working with data. Data is a hot field, with demand increasing for workers who can leverage the power of big data, according to The Balance Careers.

How can online courses on Coursera help me learn seaborn?

You can use online courses on Coursera to build a solid foundation in using Python and understanding data visualization in addition to learning how to use seaborn. While many of the courses are at the intermediate or advanced level, there are also courses available that are geared toward beginners. You may have an opportunity to produce charts using seaborn while learning more about data science and machine learning and developing hands-on skills such as dropping correlated features, implementing feature selection, and building boosts tree classifiers.

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Explore the Seaborn Course Catalog

Coursera Project Network
Create a Project Tracker with Airtable
Skills you'll gain: Relational Databases, Databases, Spreadsheet Software, Collaborative Software, Project Management Software, Cloud Services, Data Import/Export
4.1
Rating, 4.1 out of 5 stars
7 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
COVID19 Data Analysis Using Python
Skills you'll gain: Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Infectious Diseases
4.5
Rating, 4.5 out of 5 stars
2K reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado Boulder
Frozen in the Ice: Exploring the Arctic
Skills you'll gain: Environmental Issue, Systems Thinking, Cultural Sensitivity, Environmental Monitoring, International Relations, Mathematical Modeling, Environmental Science, Biology, Scientific Methods, Physics, Research, Chemistry
4.8
Rating, 4.8 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Shanghai Jiao Tong University
生命安全与救援Life Safety and Rescue
Skills you'll gain: Emergency Response, Accident Prevention, Risk Management, Injury Prevention, First Aid, Fire And Life Safety, Safety Training, Cardiopulmonary Resuscitation (CPR), Patient Safety, Self-Discipline, Resourcefulness, Adaptability
4.5
Rating, 4.5 out of 5 stars
50 reviews
Mixed · Course · 1 - 3 Months
Lund University
Introduction to Particle Accelerators (NPAP MOOC)
Skills you'll gain: Radiation Protection, Radiography, Semiconductors, Radiology, Physics, Emerging Technologies, Medical Imaging, Electrical Engineering, X-Ray Computed Tomography, Laboratory Experience, Science and Research, Simulation and Simulation Software
4.7
Rating, 4.7 out of 5 stars
200 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Michigan
Inferential Statistical Analysis with Python
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Jupyter, Python Programming, Matplotlib, NumPy
4.6
Rating, 4.6 out of 5 stars
918 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Fudan University
基于Unity引擎的游戏开发进阶
Skills you'll gain: Unity Engine, Cross Platform Development, Performance Tuning, Mobile Development, Video Game Development, Computer Graphics, Android (Operating System), Web Applications, Artificial Intelligence, Animations, Scripting
4.7
Rating, 4.7 out of 5 stars
36 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Duke University
Cultivating a Scriptural Imagination
Skills you'll gain: Storytelling, Teaching, Community Development, Discussion Facilitation, Research, Cultural Diversity
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
H2O.ai
H2O ai Large Language Models (LLMs) - Level 3
Skills you'll gain: Generative AI, Prompt Engineering, Training Programs, Large Language Modeling, Program Evaluation, Business Logic, Applied Machine Learning, AI Personalization, Content Performance Analysis, Data Processing, Open Source Technology, Benchmarking, Natural Language Processing, Human Machine Interfaces
Advanced · Course · 1 - 3 Months
Duke University
Stress First Aid for Healthcare Workers: A Peer Support Tool
Skills you'll gain: Positivity, Stress Management, Resilience, First Aid, Crisis Intervention, Patient Safety, Community Mental Health Services, Personal Development, Mental Health, Growth Mindedness, Empathy, Self-Awareness, Communication
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
University of California San Diego
Introduction to Seaweeds
Skills you'll gain: Biology, Life Sciences, Environment and Resource Management, Environment, Product Development, Food and Beverage, Natural Resource Management, Microbiology, Biochemistry, Taxonomy, Manufacturing and Production, Molecular Biology, Anatomy, Chemical Engineering, Production Process, Pharmacology, Nutrition and Diet
4.8
Rating, 4.8 out of 5 stars
68 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Deep Time: Discovering an Ancient Earth
Skills you'll gain: Physical Science, General Science and Research, Research, Scientific Methods, Environment, Peer Review, Timelines, World History
4.8
Rating, 4.8 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks