What you will learn in Data Visualization with Python By IBM Course
Create a wide variety of static and interactive visualizations using Python libraries such as Matplotlib, Seaborn, Plotly, and Folium.
Develop dashboards with Plotly and Dash to present data interactively.
Visualize geospatial data using Folium, including creating choropleth maps.
Apply best practices in data visualization to effectively communicate insights.
Program Overview
Introduction to Data Visualization Tools
⏱️ 2 hours
Understand the importance of data visualization in data analysis.
Learn the basics of Matplotlib and create simple line plots.
Explore a dataset on Canadian immigration.
Basic and Specialized Visualization Tools
⏱️ 3 hours
- Create area plots, histograms, bar charts, pie charts, box plots, and scatter plots using Matplotlib.
- Learn to plot directly with Matplotlib for more control over visualizations.
Advanced Visualizations and Geospatial Data
⏱️ 2 hours
- Generate waffle charts and word clouds.
- Use Seaborn for regression plots.
- Visualize geospatial data with Folium, including creating maps with markers and choropleth maps.
Advanced Visualizations and Geospatial Data
⏱️ 2 hours
Generate waffle charts and word clouds.
Use Seaborn for regression plots.
Visualize geospatial data with Folium, including creating maps with markers and choropleth maps.
Creating Dashboards with Plotly and Dash
⏱️ 5 hours
Understand the benefits of dashboards in data analysis.
Learn to create interactive charts using Plotly Express and Plotly Graph Objects.
Develop dashboards using Dash to present data interactively.
Final Project
⏱️ 3 hours
Apply the skills learned to a real-world dataset.
Create a comprehensive dashboard that tells a data-driven story.
Get certificate
Job Outlook
- Proficiency in data visualization is essential for roles such as Data Analyst, Business Analyst, and Data Scientist.
- Skills acquired in this course are applicable across various industries, including technology, healthcare, finance, and marketing.
- Completing this course can enhance your qualifications for positions that require expertise in data visualization and storytelling.
Specification: Data Visualization with Python By IBM
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