Topics

Duration

32 Weeks

Progress

0/20

Learning Progress0%

AI Roadmap

Data Visualization

Learning Path

Follow these concepts in order to master this topic.

Why Data Visualization Matters

Introduction to Matplotlib

Introduction to Seaborn

Introduction to Plotly

Line Charts

Bar Charts

Scatter Plots

Histograms

Box Plots

Pie Charts

Heatmaps

Pair Plots

Distribution Plots

Correlation Matrix

Subplots

Customizing Figures

Interactive Visualizations

Visualization Best Practices

Documentation

Official documentation and references.

Matplotlib Documentation

Recommended

Seaborn Documentation

Plotly Python Documentation

Video Courses

Matplotlib Tutorial for Beginners

35m

Seaborn Full Course

49m

Practice Websites

Practice what you've learned.

Kaggle Learn

Dataquest

UCI Machine Learning Repository

Projects

Apply what you've learned by building real projects.

Analyze Global COVID-19 Data

Beginner

Create an Interactive Sales Dashboard

Intermediate

Visualize an End-to-End Machine Learning Dataset

Advanced