Machine Learning

This four-day course provides an introduction to machine learning with a wider scope.

What you'll learn

Learners will have a deeper understanding of learning theories, reinforcement, and more. Get professional insights and learn from the experience of top machine learning experts in the region. Apply your new learnings with simple and practical projects within the whole duration of the course.
What is Machine Learning?

Machine learning is the process of providing systems with the learning ability without further human programming. The AI systems automatically learn, make decisions, and acquire skills through data and patterns. This branch of artificial intelligence focuses on building applications that predict more accurate outcomes, powering systems from mobile application recommendations to self-driving cars.

Course Content

  • Model Representation
  • Cost Function
  • Gradient Descent
  • Fundamentals of Statistics
  • Exploratory Data Analysis
  • Linear Algebra Review
  • Linear Regression with Multiple Variables
  • Choosing ML Algorithms
  • Octave/Matlab Tutorial
  • Basic Operations
  • Moving Data Around
  • Computing on Data
  • Plotting Data
  • Control Statements: for, while, if statement
  • Vectorization
  • Logistic Regression
  • Classification
  • Hypothesis Representation
  • Decision Boundary
  • Cost Function
  • Simplified Cost Function and Gradient Descent
  • Advanced Optimization
  • Multiclass Classification
  • Regularized Linear Regression
  • Regularized Logistic Regression


  • Model Selection
  • Deploying ML Models
  • Neural Networks: Representation
  • Non-linear Hypotheses
  • Neurons and the Brain
  • Model Representation
  • Examples and Intuitions
  • Multiclass Classification


  • Summary

Upcoming Dates


Delivery Methods

Classroom Training

Unlock your potential with our classroom training courses. Our portfolio of business intelligence training courses are delivered by BI experts across Africa.

Online Training

Our online trainings (live instructor-led) are delivered by certified instructors and are designed to replicate a classroom experience which enables full interactions.

Onsite Training

Our onsite training team allows us to bring our skills and expertise to you. Onsite courses are developed in conjunction with you, ensuring your expectations are exceeded.

1-to-1 Training

With our one-to-one training you’ll not only receive the undivided attention of the trainer, but one-to-one training allows you to tailor the training to your specific needs.

From ₦300,000



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Apply for Machine Learning

Which date are you interested in?

Apply for Machine Learning

Which date are you interested in?