Madecraft

Applied Data Analytics Specialization

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

Access provided by Instituto profesional Duoc UC

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.

Details to know

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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.

Skills you'll gain

Category: Key Performance Indicators (KPIs)
Category: Data Analysis
Category: Data-Driven Decision-Making
Category: Data Visualization
Category: Analytical Skills
Category: Business Analytics
Category: Excel Formulas
Category: Data Literacy
Category: Dashboard
Category: Analysis
Category: Microsoft Excel
Category: Business Intelligence
Category: Predictive Analytics
Category: Analytics
Category: Business Analysis
Category: Dashboard Creation
Category: Statistical Reporting
Category: Data Presentation
Category: Marketing Analytics
Category: Descriptive Analytics
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.

Skills you'll gain

Category: Data Storytelling
Category: Data-Driven Decision-Making
Category: Stakeholder Communications
Category: Exploratory Data Analysis
Category: Action Oriented
Category: Analytics
Category: Data Analysis
Category: Stakeholder Engagement
Category: Interactive Data Visualization
Category: Dashboard
Category: Data Presentation
Category: Stakeholder Analysis
Category: Key Performance Indicators (KPIs)
Category: Power BI
Category: Storytelling
Category: Dashboard Creation
Category: Business Intelligence
Category: Data Visualization
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.

Skills you'll gain

Category: Query Languages
Category: Social Network Analysis
Category: Fraud detection
Category: Network Model
Category: Network Analysis
Category: Relational Databases
Category: Solution Design
Category: Analytics
Category: Databases
Category: Social Media Analytics
Category: Marketing Analytics
Category: Database Design

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.

Skills you'll gain

Category: Data Import/Export
Category: Pivot Tables And Charts
Category: Feature Engineering
Category: Time Series Analysis and Forecasting
Category: Microsoft Excel
Category: Data Analysis
Category: Statistical Visualization
Category: Pandas (Python Package)
Category: Python Programming
Category: Data Transformation
Category: Data Cleansing
Category: Exploratory Data Analysis
Category: Descriptive Statistics
Category: Data Wrangling
Category: Data Manipulation
Category: Data Integration
Category: Spreadsheet Software
Category: Data Visualization
Category: Box Plots
Category: Plot (Graphics)

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Instructor

Madecraft
Madecraft
81 Courses3,853 learners

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Madecraft

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