Data science - using python, plotly and leaflet - AulaGEO

🌟 Master Data Science with Python, Plotly & Leaflet: Learn through COVID-19 and Cholera Pandemic Projects! 🌟

Course Headline:

🚀 Learn Data Science - Covide-19 and Cholera Pandemic Project

Course Description:

This is a course for data visualization enthusiasts who want to make an impact with their data stories. Meticulously designed with practical exercises set in the context of current events, this intensive 10-hour course promises to elevate your understanding and application of data science.

🚀 Section 1: Introduction to Data Visualisation

• Dive into the world of data visualization with its fundamental concepts.
• Explore the importance of data viz and its objectives.
• Understand the theory behind effective data visualizations.
• Put your knowledge into practice with hands-on exercises.

🌍 Section 2: Data Types and Chart Types

• Discover how to represent different data types with their corresponding chart types.
• Learn to visualize continuous, time series, categorical, and paired data effectively.
• Engage in practice exercises that solidify your understanding of each chart type.

📊 Section 3: Data Visualization in Plotly

• Gain proficiency in the fundamentals of Plotly, a powerful visualization library.
• Master the use of Plotly and Express submodule to fetch and display data.
• Learn to update and customize layouts for interactive plots.
• Sharpen your skills with practical exercises.

🌍 Section 4: Final Project 1 (COVID Visualization in Plotly)

• Embark on a project that visualizes COVID-19 data using Plotly, turning numbers into actionable insights.

📡 Section 5: Plotting Geographical Data in Plotly

• Explore the intricacies of mapping with Plotly, from choropleth maps to heatmaps.
• Visualize geographical data and learn to interpret it effectively.
• Complete a mini project that showcases your newfound skills in plotting on maps.

🚀 Section 6: Some Advanced Topics in Plotly

• Delve into financial charts, 3D plots, subplots, and more.
• Practice advanced Plotly techniques to enhance your data storytelling.

🧫 Section 7: Final Project 2 (John's Cholera Ghost Map)

• Recreate John Snow's iconic map of the Broad Street cholera outbreak, combining history and data science.

📈 Section 8: Scientific and Statistical Plots

• Understand and create complex plots like contour plots, ternary plots, log plots, and more.
• Visualize statistical data in ways that highlight patterns and relationships.

✨ Section 9: Animation in Plotly

• Learn to animate your plots to tell a story over time.
• Experiment with frames and graph objects to create compelling animations.

🌍 Section 10: Final Project 3 (Exploring Interactive Maps using Leaflet)

• Conclude the course by creating interactive maps with Leaflet, demonstrating your full-stack data visualization skills.

By completing this course, you'll not only understand how to visualize and interact with complex datasets but also be able to present your findings in a clear, compelling manner. Whether you're battling an epidemic or analyzing business trends, the skills you learn here are invaluable.

Enroll now to embark on a journey through data science that will equip you with the tools and knowledge to make a real-world impact! 📊🚀✨