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Data Science

Data Science with Python & Machine Learning

Go from raw data to production-ready machine learning models. Learn Python, pandas, scikit-learn, and real-world data storytelling.

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(0 reviews)
0 students enrolled Last updated May 2026 English
Created by · Senior Cybersecurity Instructor

What You'll Learn

Python programming for data analysis
Data wrangling with pandas and NumPy
Data visualisation with Matplotlib and Seaborn
Build and evaluate machine learning models with scikit-learn
Work with real-world datasets and business use cases

Requirements

  • No prior programming experience required
  • Basic mathematics (algebra and statistics helpful)
  • A computer with internet access

Course Description

<p>This hands-on data science bootcamp takes you from Python fundamentals to building and deploying machine learning models. You will work on real Nigerian datasets and business problems throughout the course.</p><p>By the end, you will be able to clean and analyse data, build predictive models, create compelling visualisations, and communicate insights to non-technical stakeholders.</p>

Course Curriculum

12 lessons · 100h total
Python Crash Course: Variables, Data Types & Control Flow
30m
Functions, List Comprehensions & File Handling
25m
NumPy: Fast Numerical Computing
35m
Pandas: DataFrames, Indexing & Data Cleaning
40m
Exploratory Data Analysis (EDA) Workflow
35m
Data Visualisation with Matplotlib & Seaborn
30m
Statistical Analysis: Distributions, Hypothesis Testing
40m
Storytelling with Data: Building Dashboards
25m
Supervised Learning: Regression & Classification
45m
Model Evaluation, Cross-Validation & Hyperparameter Tuning
35m
Unsupervised Learning: Clustering & Dimensionality Reduction
30m
Capstone: End-to-End ML Project from Kaggle Dataset
45m

Your Instructor

Senior Cybersecurity Instructor

Verified Instructor
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Chidi Ezinwa is a seasoned cybersecurity professional with over a decade of experience in penetration testing, red team operations, and security training. He has trained hundreds of security professionals across Nigeria and West Africa.

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Data Science with Python & Machine Learning
NGN 120,000
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This course includes:

  • 100 hours of content
  • 12 lessons
  • Online learning
  • Intermediate level
  • Certificate of completion
  • Lifetime access

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Who is this course for?

  • Business analysts who want to add data science skills
  • Graduates seeking careers in data and analytics
  • Professionals looking to make data-driven decisions