Machine Learning: Fundamental
Machine Learning (ML) is a subset of Artificial Intelligence that focuses on the development of statistical algorithms that improve automatically through experience. In 2026, the fundamental level emphasizes the "Representation, Evaluation, and Optimization" framework. Learners move away from viewing ML as a "black box" and instead master the mathematical building blocks—linear algebra, probability, and calculus—that allow a computer to parse data, learn from it, and make informed predictions about unseen information. It is the essential prerequisite for anyone aiming to build autonomous systems, recommendation engines, or predictive analytics tools.
About this course
Machine learning is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence
What you'll learn
- Categorize and Formulate Learning Paradigms: Develop the ability to differentiate between Supervised, Unsupervised, and Reinforcement Learning, selecting the appropriate framework (such as Classification, Regression, or Clustering) to solve specific real-world problems.
- Engineer and Evaluate High-Quality Models: Master the end-to-end process of Feature Engineering, model selection, and hyperparameter tuning, while using rigorous metrics like Precision, Recall, and F1-Score to ensure model accuracy and reliability.
- Manage Generalization and Avoid Overfitting: Gain the technical expertise to balance the Bias-Variance Trade-off, using techniques like Cross-Validation and Regularization ($\lambda$) to ensure that models perform accurately on new, unseen data rather than just "memorizing" the training set.
What You Need
- 💻 Laptop
- 📱 Mobile Phone
Benefits
- 🏆 Training from world-class instructors
- 📜 Certificate recognized across the globe
- 💼 Access to internship/job opportunities
Our Centers
Find one of our centers near you across Nigeria
IKEJA
5 Babatola Drive, Off Obafemi Awolowo Way, Ikeja, Lagos.
FESTAC
1st Avenue, Mr. Biggs Building, Beside Polaris Bank, Festac, Lagos.
LEKKI
No 9, Otunba Adedoyin Ogungbe Crescent, Opposite ELIM Motors Lekki Phase 1, Lagos State.
SURULERE
148/150, Bode Thomas Street, Surulere, Lagos. (Adjacent Iponri Central Mosque)
IKORODU
112, Lagos Road, beside FIRS building, Haruna bus-stop, Ikorodu.
EGBEDA
117, Egbeda-Idimu road, Opposite Unity Estate Gate, Abule Odu Egbeda, Lagos State.
AJAH
My Fair Lady Plaza, KM 19, Ajiwe Abraham Adesanya Road, Lekki Epe Expressway, Ajah, Lagos State.
AKUTE
34, Reality Plaza, Mubarak Bus Stop, Akute, Ogun State.
IBADAN
Remilekun Place, 66 Fajuyi Road, Idi-Oro Junction, Opposite Adamasingba Stadium, Dugbe, Ibadan.
ABEOKUTA
NYSC Mini Secretariat, Oke Ilewo, Abeokuta, Ogun State.
PORT HARCOURT
274, Aba road. Hycmo house, by Ekere junction. Before 1st Artillery, Port Harcourt.
ABUJA
Hall F, First floor, Febson Mall, 1 Herbert Macaulay Way, Zone 4, Wuse, Abuja.
AKURE
NYSC Zonal Office, beside INEC Office, Oda Road, Akure.
ADO-EKITI
Shelterview Complex, Near Mojere Market, Opposite Chicken Republic, Adebayo Road, Ado-Ekiti
AKOKA
NSPRI Building, 33-34 Barikisu Iyede Street, off University Road, Abule Oja, Akoka, Lagos.
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