Data Analytics

4 courses

Visualizing Christmas Song Data with Plotly and Dash

🎄 Learn data viz with Christmas music! Use Pandas, Plotly & Dash to analyze Billboard holiday hits and create interactive dashboards. Explore festive trends from the 50s to now. Perfect for adding holiday sparkle to your data skills! 🎄📊

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This learning path includes:

4 courses with bite-sized lessons and practices

18 engaging lessons in text and video formats

79 hands-on practices

One-on-one guidance from Cosmo, our AI tutor

Verified skills you'll gain

DEVELOPING

Data Cleaning and Preprocessing

INTERMEDIATE

Data Visualization and Reporting

Tools you'll use

Dash

Pandas

Plotly

Python

Trusted by learners working at top companies

5 lessons

25 practices

Deck the Data: Exploring Christmas Charts with Pandas

Begin your journey through Billboard Christmas history by mastering the fundamentals of data analysis with pandas! Like unpacking a box of ornaments, we'll carefully examine each aspect of our holiday dataset, learning essential pandas operations while discovering interesting patterns in Christmas music charting history.

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5 lessons

23 practices

Making Spirits Bright with Plotly

Unwrap the fundamentals of data visualization! We'll explore how to transform our Christmas songs dataset into engaging, interactive visualizations using Plotly. Like decorating a Christmas tree, you'll learn how to add layers of visual elements, interactivity, and style to create beautiful and informative charts that tell stories about holiday music through the decades.

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4 lessons

19 practices

Dashing Through Dash

Time to add some interactive magic! We'll transform our static Plotly charts into dynamic web applications using Dash. Like arranging presents under the tree, you'll learn to organize your visualizations into clean layouts and add interactive elements that let users explore the data like kids exploring their stockings on Christmas morning.

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4 lessons

12 practices

Joy to the World - Building the Complete Dashboard

Put a bow on everything you've learned! On our final day, we'll bring together all our tools and techniques to create a polished, professional dashboard that would impress even Santa's data science elves. You'll leave with a beautiful, interactive visualization project that showcases holiday music trends across the years.

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Meet Cosmo: The smartest AI guide in the universe

Our built-in AI guide and tutor, Cosmo, prompts you with challenges that are built just for you and unblocks you when you get stuck.

Whether you’re leveling up or just starting out, find your next step here.