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Diploma Courses

Machine Learning Basics

Machine Learning Basics
HR Professional Courses
Accredited Institute
HR Professional Courses
Certificate Type
Professional Certificate
Course Schedule (4 Days)

Upcoming Cohorts & Training Dates

Open For Enrollment

Choose from the upcoming 4-day cohorts below for online virtual sessions or physical classroom training.

Cohort A Enrolling Now
Oct 25, 2026
to Oct 28, 2026 (4 Days)
Duration: 4 Days Format: Online & Physical Classroom
Cohort B Next Batch
Oct 29, 2026
to Nov 01, 2026 (4 Days)
Duration: 4 Days Format: Online & Physical Classroom
Cohort C Upcoming
Nov 02, 2026
to Nov 05, 2026 (4 Days)
Duration: 4 Days Format: Online & Physical Classroom
Select your preferred cohort and enroll online or contact admissions for on-site physical classroom attendance.

Course Description

Machine Learning Basics provides learners with a foundational understanding of how machines learn from data to make predictions and support decision-making. The course covers key concepts such as supervised learning, unsupervised learning, datasets, model training, and evaluation techniques.

Learners will explore common machine learning applications across business, healthcare, finance, and technology industries. The course also introduces data preparation, feature selection, and the ethical considerations involved in AI-driven systems.

By the end of the course, participants will understand the core principles of machine learning, recognize common use cases, and build a strong foundation for further study in artificial intelligence and data science.

COURSE OBJECTIVES

Upon successful completion of this training program, participants will be able to:

  • Master core practical methodologies, industrial frameworks, and international best practices.
  • Apply key technical concepts to real workplace operational challenges and scenarios.
  • Understand regulatory compliance, safety protocols, and quality assurance principles.
  • Prepare for certified professional examinations and earn an industry-recognized credential.

Course Outline

Text-based Curriculum

  • 1. What is Machine Learning?
  • 2. Importance and Real-World Applications
  • 3. Types of Machine Learning (Supervised, Unsupervised, Reinforcement Learning)
  • 4. Key Terms and Concepts (Features, Labels, Training, Testing)
  • 5. Setting Up the Learning Environment (Python, Jupyter Notebook, Libraries)

  • 1. Overview of Supervised Learning
  • 2. Regression vs. Classification
  • 3. Common Algorithms in Supervised Learning
  • 4. Model Evaluation (Accuracy, Precision, Recall, F1-Score)
  • 5. Hands-on: Building and Evaluating a Simple ML Model

  • 1. Overview of Unsupervised Learning
  • 2. Clustering Algorithms
  • 3. Dimensionality Reduction Techniques
  • 4. Real-World Applications (Customer Segmentation, Anomaly Detection)
  • 5. Hands-on: Implementing Clustering with Real Data

  • 1. Overfitting and Underfitting
  • 2. Cross-Validation Techniques
  • 3. Hyperparameter Tuning (Grid Search, Random Search)
  • 4. Feature Engineering and Selection
  • 5. Hands-on: Improving Model Performance

  • 1. What is Deep Learning?
  • 2. Introduction to Neural Networks
  • 3. Overview of TensorFlow & PyTorch
  • 4. Ethical Considerations in Machine Learning
  • 5. Future of Machine Learning & AI
  • 6. Final Project: Apply Machine Learning to a Real-World Problem

Training Venue (Physical Classroom Training)

Certfee Executive Training Center

Address: Port Harcourt Training Center, Rivers State, Nigeria.

Inquiry Phone: +234 707 670 5931

Physical Attendance Seats
Class sizes are capped to maintain interactive instructor mentoring. Call Venue Coordinator

Certificate Type & Accreditations

Professional Certificate Globally Verifiable

Upon course completion and evaluation, candidates are awarded an official certificate issued under the accreditation of HR Professional Courses. Each certificate carries a unique verification number for online credential validation.

HR Professional Courses

FAQ About This Course

Yes! We hold weekday and weekend physical training sessions at our center in Port Harcourt, Nigeria, as well as live online virtual batches.

Yes. Multiple upcoming cohort batches are available throughout the year. You can choose the intake date that matches your schedule or transfer your enrollment if your availability changes.

Digital verifiable certificates are issued within 48 to 72 hours of completing course evaluations. Hard-copy certificates can be collected at the institute or shipped to your address.
Course Fee

₦221,000.00

₦260,000.00
  • Level: Beginners Level
  • Duration: 4 Days
  • Lessons: 26 Modules
  • Certification: Included
  • Institute: HR Professional Courses
Enroll Online
Physical Classroom Training

Port Harcourt Training Center, Rivers State, Nigeria

Direct Line: +234 707 670 5931
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