Madecraft

Applied Data Analytics Specialization

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Madecraft

Applied Data Analytics Specialization

Build Data Analytics Skills for Business Decisions.

Turn raw business data into decisions using Pandas, Power BI, and graph database techniques.

Madecraft

Instructor: Madecraft

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Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply a structured data analytics framework and automate tabular analysis using Python and Pandas.

  • Design interactive Power BI dashboards and construct data narratives that drive stakeholder decisions.

  • Map graph database structures, identify relationship-based patterns, and evaluate tools for graph analytics projects.

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Taught in English
Recently updated!

June 2026

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Specialization - 4 course series

Data Analytics for Students

Data Analytics for Students

Course 1, 4 hours

What you'll learn

  • Apply a structured five-step analytical framework to diagnose business problems and deliver data-informed recommendations.

  • Evaluate and interpret key business data sources, from sales and marketing to competitive intelligence, to support strategic decisions.

Data Analytics: Dashboards vs. Data Stories

Data Analytics: Dashboards vs. Data Stories

Course 2, 3 hours

What you'll learn

  • Design stakeholder-centered Power BI dashboards that surface the right metrics for any audience at a glance.

  • Build data stories structured around a context-conflict-resolution arc that close with evidence-backed recommendations and a clear call to action.

Data Analytics: Graph Analytics

Data Analytics: Graph Analytics

Course 3, 2 hours

What you'll learn

  • Map complex data networks using nodes, edges, and properties to reveal connection-based insights that row-and-column databases cannot surface.

  • Apply graph analytics to real-world scenarios and select the right graph database platform and query language for your project.

What you'll learn

  • Replace manual spreadsheet workflows with reproducible Pandas scripts that load, transform, aggregate, and visualize tabular data at any scale.

  • Aggregate, merge, reshape, and chart data from multiple sources using groupby, merge, melt, and plot operations in a single Jupyter Notebook.

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Instructor

Madecraft
Madecraft
73 Courses3,775 learners

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Madecraft

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