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Data Analysis With Python (Cohort)

A 6-week beginner-friendly introduction to Python for data analysis and visualization.

Duration

3 months

Commitment

2–3 live classes per week

Start date

Mar 30, 2026

Access fee

₦ 20,000.00

A 6-week beginner-friendly introduction to Python for data analysis and visualization.

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What You'll Learn

Python Fundamentals

 
  • Variables and data types
  • Conditional statements
  • Loops
  • Functions
  • Working with Jupyter Notebook

Working with Data Using Pandas

 
  • Series and DataFrames
  • Importing CSV and Excel files
  • Selecting and filtering data
  • Basic data inspection

Data Cleaning & Preparation

 
  • Handling missing values
  • Removing duplicates
  • Data type conversion
  • Formatting dates and text

Exploratory Data Analysis (EDA)

 
  • Sorting and grouping data
  • Aggregations and summaries
  • Identifying patterns and trends
  • Basic statistical insights

Data Visualization

 
  • Using Matplotlib
  • Creating bar, line, and scatter charts
  • Customizing charts
  • Communicating insights visually

Final Project & Reporting

 
  • End-to-end data analysis workflow
  • Notebook documentation
  • Insight explanation
  • Mentor review and feedback
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What Our Learners Are Saying

Real stories. Real results. Here’s how Kinel is transforming the way people learn tech.

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Joshua O.

Frontend Student

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Kinel gave me the structure I needed to stay consistent.Before Kinel, I was bouncing between random YouTube tutorials. Now, I’ve completed 4 projects, built a strong portfolio, and just landed my first internship. The mentorship and feedback were game-changers.

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David U.

Full-Stack Student

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The fullstack bundle taught me everything I needed to go full-stack. The mix of JavaScript, APIs, and databases was exactly what I needed. Everything connected, and now I can build full applications — not just frontends.

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Anita M.

Frontend Student

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I never thought I could learn to code in 6 months. Coming from a finance background, I wasn’t sure where to start. Kinel broke things down, offered hands-on support, and helped me build confidence. I’m now preparing for junior dev roles!

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Mimi J.

Design Student

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This wasn’t just theory I built real projects. The design program helped me go from zero to presenting a full app UI in under 3 months. Between Figma critiques, user research, and peer reviews, I felt like a real designer.

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Inioluwa M.

Backend Student

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I always struggled to understand how the backend really worked. Kinel helped me connect the dots — from APIs to databases and authentication. Now I can design and build scalable systems with confidence. I’m currently working on real-life backend projects and preparing for backend developer roles.

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Nnamdi K.

Data Analysis Student

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The data analysis program helped me go from basic Excel knowledge to working confidently with SQL, Python, and real datasets. I now know how to clean data, create dashboards, and present insights clearly. This program gave me the clarity and direction I needed to transition into tech.

Ready to start learning?

Join thousands of learners building the skills to thrive in today’s digital world — with Kinel by your side.

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