Data Storytelling and Visualization Training

Data Science Fundamentals

• Data Types
• Statistical Thinking
• Data Quality
• Data Governance
• Key takeaways and implementation guidance

Python for Data Analysis

• Libraries Overview
• Data Manipulation
• Visualization
• Analysis
• Key takeaways and implementation guidance

Machine Learning Basics

• Supervised Learning
• Unsupervised Learning
• Model Evaluation
• Deployment
• Key takeaways and implementation guidance

Data Visualization

• Chart Selection
• Dashboard Design
• Storytelling with Data
• Presentation Skills
• Key takeaways and implementation guidance

Statistical Analysis

• Descriptive Statistics
• Hypothesis Testing
• Regression
• Inference
• Key takeaways and implementation guidance

Big Data Technologies

• Hadoop
• Spark
• Cloud Platforms
• Real-time Processing
• Key takeaways and implementation guidance

Deep Learning

• Neural Networks
• CNNs
• RNNs
• Transformers
• Key takeaways and implementation guidance

Natural Language Processing

• Text Processing
• Sentiment Analysis
• Named Entity Recognition
• LLMs
• Key takeaways and implementation guidance

Model Deployment

• MLOps
• Model Serving
• Monitoring
• CI/CD for ML
• Key takeaways and implementation guidance

Ethics in AI

• Bias Mitigation
• Fairness
• Privacy
• Responsible AI
• Key takeaways and implementation guidance

How is Data Storytelling and Visualization Training delivered?

Data Storytelling and Visualization 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 Data Storytelling and Visualization Training?

The published course investment is KES 120,000. Location-specific fees are shown where configured.

How long is Data Storytelling and Visualization Training?

Data Storytelling and Visualization Training runs for 5 Days unless a customized corporate schedule is agreed.

Do participants receive a certificate for Data Storytelling and Visualization Training?

Participants who complete the course receive a Certificate of Completion from EduCore Global Skills.

Where can I take Data Storytelling and Visualization Training?

Data Storytelling and Visualization 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 Data Storytelling and Visualization Training?

Data Storytelling and Visualization Training is designed for Data Analysts, Reporting Officers, M&E Officers, Finance Analysts, Operations Managers, Professionals and organizations that need practical capability in Research, Data Analytics, and Business Intelligence.

What are the prerequisites for Data Storytelling and Visualization Training?

No mandatory prerequisite is required unless stated in the course outline. Practical workplace experience in the subject area is helpful.