END-TO-END MACHINE LEARNING: FROM IDEA TO REAL WORLD IMPACT

​Join us for a free live webinar designed to help you understand how machine learning (ML) goes from concept to impact in the real world.

​Whether you’re a beginner, a tech enthusiast, or considering a career in Data Science & Analytics, this session will walk you through the complete lifecycle of an ML project and how businesses actually use it today.

​What You’ll Learn:
- The full machine learning lifecycle — from data to deployment
- Key roles in an ML project (Data Scientist, ML Engineer, DevOps, Product Manager)
- Translating business problems into ML solutions that work
- What makes an ML model production-ready (beyond accuracy)
- How companies deploy models using APIs, dashboards, and cloud platforms
- Real-world project challenges — bad data, model failure, business misalignment
- African ML use cases in fintech, health, education, and more
- Non-technical roles in ML (Product, Strategy, QA, Analytics)
- Live Q&A with a Machine Learning & DevOps Expert

​Meet the Speaker
Satar Sarafa – LLM Engineer, AWS Certified Solutions Architect, and Backend Engineer.

​Host: Ayobami Salau

​Perfect for techies and non-techies alike — don't miss it!