Turn Data into Insights, Models and Practical Solutions.
Build practical skills in Python, data analysis, statistics, SQL, visualisation, and machine learning through project-based training at Craft Innovation Hub.
This 6-month Professional Pathway combines technical learning, real-world data projects, communication, entrepreneurship and portfolio development.
₦350,000 | 6 Months | Professional Pathway | Blended Learning | Maximum 20 Learners
Course at a Glance
Programme: Data Science Mastery
Pathway: Professional Pathway
Duration: 6 months
Tuition: ₦350,000
Mode: Blended, physical and virtual hands-on sessions
Schedule: Subject to cohort timetable
Cohort Size: Maximum 20 participants
Entry Level: Beginner-friendly
Assessment: Assignments, practical exercises and capstone project
Certificate: CIH Certificate after successful completion
Sponsorship: Selected sponsored opportunities may be available
What You Will Learn
You will develop practical skills in:
- data science fundamentals;
- Python programming;
- NumPy, pandas and Matplotlib;
- data cleaning and wrangling;
- Exploratory Data Analysis;
- data visualisation and reporting;
- Power BI and Tableau fundamentals;
- databases and SQL;
- descriptive and inferential statistics;
- probability and hypothesis testing;
- supervised and unsupervised machine learning;
- regression, classification and clustering;
- model evaluation and validation;
- Git and GitHub;
- APIs and web scraping basics;
- data storytelling and presentation;
- freelance, entrepreneurship and client communication.
What You Will Build
A Real-World Data Science Project
Throughout the programme, you will work with datasets, analytical exercises and practical projects.
Your final capstone will address a real or realistic business, community or social-impact problem and may involve:
- problem definition;
- data gathering;
- data cleaning;
- exploratory analysis;
- statistical analysis;
- visualisation;
- machine learning where appropriate;
- interpretation;
- written reporting;
- and final presentation.
The goal is to leave with project evidence that demonstrates how you use data to investigate problems and communicate useful findings.
Your 6-Month Learning Journey
Data Science Foundations
Understand the field, its applications, career pathways and the tools used by data professionals.
Python & Data Preparation
Learn Python fundamentals, NumPy, pandas, data cleaning and data manipulation.
Analysis & Visualisation
Explore datasets, identify patterns and communicate insights using visualisation and reporting tools.
Databases & Statistics
Develop practical SQL skills while building foundations in statistics, probability and hypothesis testing.
Machine Learning
Learn regression, classification, clustering and how to evaluate basic machine learning models.
Projects, Portfolio & Professional Skills
Explore Git, APIs and web scraping, develop your final project and strengthen your communication, freelance and entrepreneurship skills.
Who Is This Programme For?
This programme is suitable for:
- beginners interested in data science;
- students and graduates;
- aspiring data scientists;
- data analysts ready to develop deeper technical skills;
- professionals moving into data-driven roles;
- researchers working with quantitative data;
- entrepreneurs interested in data-driven decision-making;
- aspiring freelance data professionals.
Previous data science experience is not required.
You should be prepared to learn programming, statistics, and analytical problem-solving throughout the programme.
Why Learn Data Science at CIH?
Learn Through Data
Work with datasets and practical exercises rather than theory alone.
Build Technical Depth
Develop skills across programming, statistics, databases, visualisation and machine learning.
Solve Practical Problems
Projects are designed around business, community, and other real-world applications.
Build Portfolio Evidence
Your capstone gives you a substantial project you can document and present professionally.
Develop More Than Technical Skills
Communication, freelancing and entrepreneurship are integrated into the programme.
From Data Analytics to Data Science
Choose Data Analytics if:
You want to focus on cleaning, analysing, visualising and interpreting existing data for business decision-making.
Choose Data Science if:
You want a deeper technical pathway covering Python, statistics, SQL, machine learning and broader data-science tools.
Your choice should depend on the type of problems you want to solve and the technical depth you want to develop.
Part of the CIH Professional Pathway
Data Science Mastery is designed to build practical technical capability and evidence of applied work.
Eligible participants who complete the programme may access relevant CIH career-development support, including portfolio guidance, professional positioning and opportunity readiness.
CIH does not guarantee employment, freelance contracts, clients or income.
Frequently Asked Questions
Do I need previous coding experience?
No. The programme introduces Python from the fundamentals, but consistent practice is required.
What programming language will I learn?
Python is the primary programming language covered in the programme.
Will I learn machine learning?
Yes. The curriculum covers supervised and unsupervised learning, including regression, classification, and clustering.
Does the programme cover SQL?
Yes. You will learn database fundamentals and SQL for extracting and analysing data.
Will I use Power BI or Tableau?
Yes. The curriculum introduces Power BI and Tableau alongside Python-based visualisation.
Will I complete a portfolio project?
Yes. You will complete a real-world capstone project with analysis, documentation, and presentation.
Do I need a laptop?
Yes. You need access to a suitable laptop for programming, assignments and project work.
Will I receive a certificate?
Yes. Participants who complete the programme and project requirements receive a Craft Innovation Hub certificate.
Are sponsorship opportunities available?
Selected sponsored or subsidised seats may be available depending on partner funding and eligibility.
Ready to Go Deeper with Data?
Learn how to analyse information, build models, and turn complex datasets into practical insights and solutions.
Data Science Mastery
₦350,000 | 6 Months | Professional Pathway | Maximum 20 Learners
