Python for Data Analysts

From Zero to Your First Real Data Project

The beginner-friendly Python guide built for Nigerians who want practical tech skills, real projects, and career opportunities in data analysis.

✅ No programming experience required

✅ Learn step-by-step in plain English

✅ Build a real portfolio project

✅ Includes datasets, exercises, and notebooks

You do NOT need a computer science degree to learn Python.

If you can use Excel, browse the internet, and follow instructions, you can learn Python for data analysis — even if you are starting completely from scratch.

This eBook was written specifically for beginners in Nigeria and Africa who are tired of:

• watching endless tutorials without understanding,
• jumping between random YouTube videos,
• and learning theory without building anything real.

By the end of this guide, you will complete a real data analysis project you can confidently show to employers, clients, or internship recruiters.

WHAT YOU WILL LEARN

Inside this eBook, you will learn:

Python Fundamentals

• Variables and data types
• Lists and dictionaries
• Loops and conditional statements
• Functions and reusable code

Data Analysis with Python

• How to use Pandas
• How to clean messy datasets
• How to analyze real business data
• How to answer business questions with code

Data Visualization

• Create charts and graphs
• Build simple dashboards
• Present insights clearly

Real Project Experience

You will complete a full end-to-end project using Nigerian e-commerce sales data.

You’ll learn how to:

• clean real datasets,
• analyze trends,
• answer business questions,
• and present findings like a real data analyst.

WHO THIS BOOK IS FOR

This book is perfect for:

✅ Complete beginners with zero coding experience

✅ Students and NYSC members

✅ Aspiring data analysts and data scientists

✅ Professionals who want to improve their career opportunities

✅ Excel users who want to upgrade their skills

✅ Nigerians looking for practical digital skills

WHO THIS BOOK IS NOT FOR

This book is NOT for:

• advanced Python developers,
• experienced software engineers,
• or people looking for highly theoretical computer science content.

This book focuses on practical, beginner-friendly learning.

WHAT MAKES THIS DIFFERENT?

Most Python tutorials:

❌ overwhelm beginners

❌ use foreign examples that feel disconnected

❌ teach syntax without teaching real thinking

❌ never help you finish a project

This handbook is different.

Built for Nigerian Beginners

Examples use relatable Nigerian business scenarios, datasets, salaries, and real-life situations.

Plain-English Teaching

No unnecessary jargon. Everything is explained step-by-step.

Project-Based Learning

You will not just “learn Python.”

You will USE Python to solve realistic data problems.

Structured Like a Real Curriculum

The book follows a complete roadmap:

• setup,
• fundamentals,
• analysis,
• visualization,
• and a capstone project.

WHAT YOU WILL BUILD

Capstone Project:

ShopNG E-Commerce Sales Analysis

You’ll analyze 12 months of sales data for a fictional Nigerian e-commerce company and answer questions like:

• Which products generated the most revenue?
• Which month had the highest sales?
• Which state placed the most orders?
• Does discount pricing affect order volume?

You’ll also create charts and business insights you can include in your portfolio.

BONUSES INCLUDED

Bonus 1: Python Cheat Sheet

Quick-reference PDF for key commands and syntax.

Bonus 2: Starter Dataset Pack

Practice with Nigerian-themed datasets.

Bonus 3: Exercise Solution Files

Get complete notebook solutions for all exercises.

Bonus 4: Capstone Project Starter Notebook

Preloaded notebook with the ShopNG dataset.

WHAT YOU NEED

• A laptop (Windows or Mac)
• Internet connection
• Willingness to practice consistently

No prior coding experience required.

ABOUT THE AUTHOR

Jacob Isah

Jacob Isah is the founder of JacobIsah Programming Hub and a tech educator focused on helping Africans learn practical programming and data skills in a simple, beginner-friendly way.

His teaching style focuses on clarity, real projects, and helping students move from “watching tutorials” to actually building useful skills.

PRICE

₦7,500

One-time payment. Instant access.

Considering the practical skills, project experience, datasets, and companion resources included, this is designed to be one of the most beginner-friendly and affordable Python learning resources available for Nigerians.

Start Your Python Journey Today

Stop postponing your tech journey because programming feels confusing.

This guide was designed to help you go from

“I don’t understand Python”

to

“I built a real data analysis project myself.”

Click the button below and get instant access now.