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Data Science Beginner Course

What will I learn?

Unlock the power of data in the music industry in Lesotho with our Data Science Beginner Course, specifically designed for music professionals like you. You'll learn how to gather data, access publicly available datasets, and make sure your sources are reliable. We'll cover cleaning data, dealing with missing information, and changing data formats. Explore data visualization using tools like Matplotlib to create strong line graphs and bar charts. Analyze trends in Lesotho's music scene, understand cultural influences on music, and come up with practical ideas you can use. Boost your music career in Lesotho by making smart decisions based on data!

Apoia's Unique Features

Accessible online course with lifetime access
Certificate aligned with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you wish to study
Customize your course workload
Instant feedback on practical activities
Learn at your own pace, no internet required

Develop skills

Enhance your practical skills as listed below

Access public datasets: Find and use open data for music analysis relevant to Lesotho.

Visualize data: Create graphs that clearly show musical trends in Lesotho.

Clean and prepare data: Make sure your data is accurate by handling missing and duplicate information properly.

Analyze trends: Spot patterns and connections within Lesotho's music data.

Use Python and Pandas: Become skilled in using these important tools to work with music data.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can adjust the chapters and workload.

  • Choose your starting chapter
  • Add or remove chapters
  • Alter the total course workload

Examples of chapters you can include

You'll be able to generate additional chapters similar to the examples below

This is a free course focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your career.