Certificate in Data Science & Machine Learning Foundations
“Build, evaluate and deploy machine learning models from scratch.”
- Duration:
- 6 Months (24 Weeks)
- Mode:
- Classroom / Online / Hybrid
Overview
A hands-on, in-demand foundation in data science and machine learning — Python programming, statistics, data wrangling, model building and deployment. Learners work with real datasets throughout, building toward a capstone project with a deployed model and presentation.
Who it’s for
Aspiring data scientists, analysts and graduates seeking a strong, practical foundation in data science and ML.
What you’ll learn
- Python programming with Pandas, NumPy and Git/GitHub
- Statistics, hypothesis testing and data preprocessing
- Supervised and unsupervised machine learning with Scikit-learn
- Data visualisation and storytelling with Matplotlib/Seaborn
- Model deployment using Streamlit, Flask and cloud basics
Your 6-month journey
Month 1: Python Programming & Data Foundations
you'll clean a real-world dataset with Pandas and submit a GitHub mini project.
Month 2: Data Visualization & Statistics
you'll build a Python visualization dashboard and run EDA on a live dataset.
Month 3: Inferential Statistics & Data Preprocessing
you'll run statistical tests in Python and build a complete data-preprocessing pipeline.
Month 4: Supervised Machine Learning
you'll build and tune classification and regression models with GridSearchCV.
Month 5: Unsupervised Learning & Advanced ML
you'll run a customer-segmentation clustering project and apply PCA to a multivariate dataset.
Month 6: Capstone Project, Deployment & Communication
you'll deploy a capstone model with Streamlit and present it live with a full GitHub repo.
Assessment & certification
Ongoing assessment
Quizzes, assignments, practical labs and case studies verify progress throughout the programme.
Capstone project
A portfolio-ready final project contributes 20–40% of the final grade, depending on the programme.
Attendance standard
A minimum 80% attendance across classes, practicals and Finishing School is required for certification eligibility.
Credential awarded
Certificate in Data Science & Machine Learning FoundationsOn successful completion, learners receive the Certificate in Data Science & Machine Learning Foundations, issued by Globeon Accreditation & Assessment Body (GAAB) UK, along with completion of the Finishing School enrichment module.
Finishing School included
Communication, professional presence, interview preparation and global workplace readiness are built into the final month.
Explore Finishing School