Deep Dive into Visualization in Python | CodeSignal Learn

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Deep Dive into Visualization in Python

Data Science & Analytics

4 courses

94 practices

6 hours

Dive deep into a journey through Python visualization, mastering Matplotlib basics before delving into advanced styling and Seaborn's powerful tools. Conclude by unraveling time series insights, turning data into engaging narratives for impactful storytelling.

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4.57

354 learners

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Verified skills you'll gain

ADVANCED

Data Visualization and Reporting

INTERMEDIATE

Exploratory Data Analysis

Tools you'll use

MatPlotLib

Python

Seaborn

Course 1

Introduction to Basic Plots with Matplotlib

5 lessons

25 practices

Embark on a journey into the realm of Matplotlib, where you will learn to create basic yet powerful data visualizations. Transform data into meaningful visuals using line plots, scatter plots, histograms, bar charts, and pie charts. By mastering these foundational skills, you'll be able to communicate data stories effectively and with ease.

Course 2

Customizing and Styling Plots

5 lessons

24 practices

Discover how to take your plotting skills to the next level with customization techniques. Explore how colors, grids, markers, and themes can enhance your visuals, and learn to create sophisticated multi-plot layouts. By experimenting with these elements, you'll turn informative data visualizations into engaging pieces of art.

Course 3

In-Depth Visualization with Seaborn

5 lessons

23 practices

Unlock the potential of Seaborn to enrich data visualization capabilities. Dive into its intuitive features to create beautiful and insightful plots, such as countplots and pairplots, that will help your data stand out. Gain the ability to showcase complex insights with clarity and visual appeal.

Course 4

Mastering Time Series Data Visualization

5 lessons

22 practices

Dive into the world of time series data to uncover trends, seasonality, and patterns. Learn to analyze long-term trends, detect seasonal variations, and highlight extremes over time. With techniques like heatmaps and faceted plots, you'll be equipped to reveal the compelling narratives hidden within your time-based data.

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