🎄 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! 🎄📊

283 learners

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Course 1

Deck the Data: Exploring Christmas Charts with Pandas

5 lessons

25 practices

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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Course 2

Making Spirits Bright with Plotly

5 lessons

Course 3

Dashing Through Dash

4 lessons

Course 4

Joy to the World - Building the Complete Dashboard

4 lessons

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

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.

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.

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.