Machine Learning Fundamentals Training
Machine Learning Fundamentals Training helps Data Analysts and Reporting Officers build practical data science capability through role-relevant activities, instructor-led 5 days delivery, and a clear certificate pathway.
Training provider: EduCore Global Skills
Category: Data Science
Duration: 5 Days
Delivery: Instructor-led classroom, Live online, In-house corporate training
Certificate: Certificate of Completion
Course fees: KES 120,000
Course Overview
Machine Learning Fundamentals professional training from EduCore Global Skills.
Machine Learning Fundamentals Training is an instructor-led professional training course offered by EduCore Global Skills for individuals, teams, and organizations seeking practical capability in Data Science.
EduCore Global Skills offers Machine Learning Fundamentals as Data Science training for Data Analysts, Reporting Officers, M&E Officers, Finance Analysts and related professionals. Delivery supports classroom, live online, and corporate cohorts in Nairobi, Kenya or by arrangement.
Who Should Attend
- Data Analysts
- Reporting Officers
- M&E Officers
- Finance Analysts
- Operations Managers
- Professionals
- Managers
- Technical staff
Prerequisites
No mandatory prerequisite is required unless stated in the course outline. Participants should bring relevant workplace examples where possible.
Course Modules
Data Science Fundamentals
- Data Types
- Statistical Thinking
- Data Quality
- Data Governance
- Practical exercise: prepare a data science fundamentals work product
Python for Data Analysis
- Libraries Overview
- Data Manipulation
- Visualization
- Analysis
- Practical exercise: prepare a python for data analysis work product
Machine Learning Basics
- Supervised Learning
- Unsupervised Learning
- Model Evaluation
- Deployment
- Practical exercise: prepare a machine learning basics work product
Data Visualization
- Chart Selection
- Dashboard Design
- Storytelling with Data
- Presentation Skills
- Practical exercise: prepare a data visualization work product
Statistical Analysis
- Descriptive Statistics
- Hypothesis Testing
- Regression
- Inference
- Practical exercise: prepare a statistical analysis work product
Big Data Technologies
- Hadoop
- Spark
- Cloud Platforms
- Real-time Processing
- Practical exercise: prepare a big data technologies work product
Deep Learning
- Neural Networks
- CNNs
- RNNs
- Transformers
- Practical exercise: prepare a deep learning work product
Natural Language Processing
- Text Processing
- Sentiment Analysis
- Named Entity Recognition
- LLMs
- Practical exercise: prepare a natural language processing work product
Model Deployment
- MLOps
- Model Serving
- Monitoring
- CI/CD for ML
- Practical exercise: prepare a model deployment work product
Ethics in AI
- Bias Mitigation
- Fairness
- Privacy
- Responsible AI
- Practical exercise: prepare a ethics in ai work product
Training Focus
Machine Learning Fundamentals Training helps Data Analysts and Reporting Officers build practical data science capability through role-relevant activities, instructor-led 5 days delivery, and a clear certificate pathway.
Related Course Discovery Links
Frequently Asked Questions
How is Machine Learning Fundamentals Training delivered?
Machine Learning Fundamentals Training is delivered through instructor-led classroom, live online, private in-house corporate training depending on the selected cohort or organizational arrangement.
What are the fees for Machine Learning Fundamentals Training?
The published course investment is KES 120,000. Location-specific fees are shown where configured.
How long is Machine Learning Fundamentals Training?
Machine Learning Fundamentals Training runs for 5 Days unless a customized corporate schedule is agreed.
Do participants receive a certificate for Machine Learning Fundamentals Training?
Participants who complete the course receive a Certificate of Completion from EduCore Global Skills.
Where can I take Machine Learning Fundamentals Training?
Machine Learning Fundamentals Training is available in Nairobi, live online, and in-house corporate delivery by arrangement. Current dates are shown only where real sessions have been configured.
Who should attend Machine Learning Fundamentals Training?
Machine Learning Fundamentals Training is designed for Data Analysts, Reporting Officers, M&E Officers, Finance Analysts, Operations Managers, Professionals and organizations that need practical capability in Data Science.
What are the prerequisites for Machine Learning Fundamentals Training?
No mandatory prerequisite is required unless stated in the course outline. Practical workplace experience in the subject area is helpful.
Register for Machine Learning Fundamentals or contact EduCore Global Skills.