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Seaborn Setup: Tools, Data Prep & EDA for Visualization
Coursera
Course
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Seaborn Setup: Tools, Data Prep & EDA for Visualization

EDUCBA

Learn to prepare, analyze, and visually interpret census data using Python’s Seaborn library, focusing on setup, exploratory data analysis, and advanced visualization techniques.

Unknown2 weeksKK, English, HU

About this Course

This hands-on course teaches learners how to prepare, analyze, and visually interpret data using Python’s Seaborn library, with a focus on census datasets. Beginning with foundational setup—such as installing Anaconda, configuring Jupyter Notebook, and loading libraries—the course progresses into exploratory data analysis and practical visualization techniques. Learners will gain proficiency in generating a range of plots including scatter plots, line graphs, swarm plots, violin plots, heatmaps, and advanced visual grids. Emphasis is placed on enhancing plot readability through axis formatting, label alignment, and plot configuration to support data storytelling. Throughout the course, learners will apply Bloom’s Taxonomy skills such as identifying trends (Understand), configuring tools (Apply), modifying visuals (Analyze), and interpreting relationships (Evaluate). Ideal for data enthusiasts and analysts, this course equips learners to effectively visualize multivariate data, uncover insights, and support data-driven decision-making

What You'll Learn

  • Configure Python and Seaborn to prepare and explore census datasets
  • Generate scatter, violin, heatmap, and multivariate visualizations
  • Enhance plots for readability and interpret data insights effectively

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete short practice activities

Instructors

E

EDUCBA

Topics

Data Analysis
Data Science
Machine Learning
Data Processing
Data-Driven Decision-Making
NumPy

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
التعلم الآلي
معالجة البيانات
اتخاذ القرار القائم على البيانات
بايثون

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