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The Ultimate Python Data Visualization Course- Step By Step

Original price was: $40.99.Current price is: $10.99.

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Course Level

Intermediate

Total Hour

4h 34m

Video Tutorials

28

Course Content

About Course

Unlock the power of your data with ‘The Ultimate Python Data Visualization Course- Step By Step.’ This comprehensive course is designed to take you from a beginner to an expert in Python data visualization. You’ll learn how to create stunning and informative visuals that communicate your data’s story effectively.

Starting with the basics, you’ll delve into Python’s powerful libraries like Matplotlib, Seaborn, and Plotly. Each section of the course builds on the previous one, ensuring a solid understanding of core concepts before moving on to more advanced techniques. You’ll work on real-world projects and practical examples that bring theory to life and equip you with skills you can apply immediately.

This Course Include:

Introduction to Data Visualization

  • Introduction to Python for Data Visualization

  • The Importance of Data Visualization and Typess

  • Installing Required Libraries (Matplotlib, Seaborn, Plotly, etc.)

Getting Started with Matplotlib

  • Basic Plotting: Line Plots, Scatter Plots, and Bar Charts

  • Customizing Plots: Titles, Labels, and Legends

  • Working with Colors, Markers, and Line Styles

  • Creating Subplots for Multiple Charts

Advanced Matplotlib Techniques

  • Customizing Plot Axes and Ticks

  • Adding Annotations and Text to Plots

  • Creating Histograms and Density Plots

  • Working with 3D Plots in Matplotlib

  • Saving and Exporting Charts for Different Formats

Data Visualization with Seaborn

  • Creating Pair Plots, Heatmaps, and Violin Plots

  • Customizing Aesthetics with Seaborn Themes and Styles

  • Visualizing Relationships with Seaborn (Categorical, Linear, and Non-linear)

Interactive Visualizations with Plotly

  • Creating Interactive Line, Bar, and Scatter Plots

  • Visualizing Geospatial Data with Plotly

  • Building Interactive Dashboards with Plotly Dash

Visualizing Data with Pandas and Other Libraries

  • Using Pandas for Quick Data Visualization

  • Visualizing Time Series Data

  • Data Visualization with Altair and Bokeh

  • Creating Interactive Visualizations with Altair

Visualizing Large Datasets

  • Working with Big Data: Challenges and Strategies

  • Visualizing Data with Dask and Vaex

  • Optimizing Performance for Large Data Visualizations

Visual Storytelling and Design Principles

  • Principles of Effective Data Storytelling

  • Using Color Effectively in Data Visualizations

  • Typography and Layout for Enhanced Clarity

Designed for data analysts, business professionals, and aspiring data scientists, this course provides the tools to make data-driven decisions with confidence. Unlock your data’s potential with this comprehensive, step-by-step guide and become a visualization expert.

Enroll now in this transformative journey and start making your data speak volumes!

What Will You Learn?

  • Introduction to Python for Data Visualization
  • Installing Required Libraries (Matplotlib, Seaborn, Plotly, etc.)
  • Basic Plotting: Line Plots, Scatter Plots, and Bar Charts
  • Customizing Plots: Titles, Labels, and Legends
  • Creating Subplots for Multiple Charts
  • Adding Annotations and Text to Plots
  • Saving and Exporting Charts for Different Formats
  • Customizing Aesthetics with Seaborn Themes and Styles
  • Creating Pair Plots, Heatmaps, and Violin Plots
  • Visualizing Relationships with Seaborn (Categorical, Linear, and Non-linear)
  • Creating Interactive Line, Bar, and Scatter Plots
  • Building Interactive Dashboards with Plotly Dash
  • Visualizing Time Series Data
  • Optimizing Performance for Large Data Visualizations
  • Principles of Effective Data Storytelling
  • Using Color Effectively in Data Visualizations

Material Includes

  • 4.5 hours on-demand video
  • Access on mobile and TV
  • Full lifetime access
  • Certificate of completion

Requirements

  • No Prior Experience Required

Audience

  • Anyone interested in Python programming, Python scripting, machine learning, data science and data visualization.
  • Those who are interested to learn data science or data visualization application.

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$10.99 $40.99

Material Includes

  • 4.5 hours on-demand video
  • Access on mobile and TV
  • Full lifetime access
  • Certificate of completion

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