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Data Analysis with Python: Complete Data Analyst Course

Master the core data analysis workflow using Python, Pandas, and Seaborn. Transform raw, messy real-world datasets into actionable visual insights and professional analytical reports.

6
Sectors
28
Missions
R

Created by Route Radiant

@routeradiant · view creator

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Enroll free to unlock every interactive mission, your progress tracker, and a verified certificate when you finish.

Full Curriculum

1

Framing Questions & Setting Up Python

Establish the data analysis mindset and configure the foundational Python environment.

4 missions
2

Data Cleaning & Wrangling with Pandas

Fix corrupted, incomplete, and misformatted data to create clean datasets ready for analysis.

5 missions
3

Exploratory Data Analysis (EDA) & Aggregation

Uncover underlying distributions, summary metrics, and relationships across variables.

5 missions
4

Data Visualization with Matplotlib & Seaborn

Translate complex statistical patterns into intuitive and readable graphical representations.

5 missions
5

Drawing Honest Conclusions & Avoiding Bias

Interpret analytical outputs critically while guarding against common cognitive and statistical errors.

4 missions
6

Communicating Results & Final Project Execution

Synthesize data visual insights into structured executive presentations and reproducible reports.

5 missions

What You'll Learn

  • Framing Analytical Questions
  • Setting Up Jupyter & Python Libraries
  • Loading Data into Pandas DataFrames
  • Auditing Dataset Health and Structure
  • Handling Missing Data
  • Resolving Duplicates & Text Discrepancies
  • Parsing & Converting Data Types
  • Filtering & Transforming Rows
  • Engineering Derived Features
  • Calculating Descriptive Statistics
  • Grouping & Aggregating Metrics
  • Reshaping with Pivot Tables

Frequently Asked Questions

What is Data Analysis with Python: Complete Data Analyst Course?

Data Analysis with Python: Complete Data Analyst Course is a free, AI-crafted learning course: Master the core data analysis workflow using Python, Pandas, and Seaborn. Transform raw, messy real-world datasets into actionable visual insights and professional analytical reports.

Who is Data Analysis with Python: Complete Data Analyst Course for?

The course is designed for beginner learners. The curriculum is split into 6 sectors with 28 total missions, so you can work through the material at your own pace.

How do the missions work?

Each sector contains a sequence of missions. Enroll for free to unlock them one by one — completing a mission unlocks the next, so you build on what you have learned as you go.

Is this course really free?

Yes. Data Analysis with Python: Complete Data Analyst Course is part of the Route Radiant community library and is completely free to enroll in and learn from. Your progress and certificates stay in your account.

Mastery Awaits

Complete all 28 missions to unlock your verified holographic certificate.

Enroll and finish all missions to unlock

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