"With over 20 years of experience as a Python developer, I thought I had plateaued in terms of learning. I was wrong. AI and machine learning represent a fundamental shift in how we can approach problem-solving. It's not about libraries or frameworks anymore - it's about understanding data, probability, linear algebra, and neural networks from first principles. This certification showed me that:"
"Official Title: AI Application Developer with Big Data Analytics Certification: RNCP38616 (Level 6 - Bachelor's degree equivalent) Duration: 120 hours over 12 weeks (September - December 2025) Format: Evening classes, Monday to Thursday (officially 2-3 hours per night), 100% remote Reality: Much closer to 8 hours per day when you factor in daily project development The numbers don't tell the real story. Here's what happened:"
Completed the AI Application Developer with Big Data Analytics certification (RNCP38616, Level 6) after a 120-hour, 12-week remote program with intensive evening classes and extensive project work. Reinforced foundational mathematics including vectors, matrices, trigonometry, probability, and linear algebra. Gained practical and theoretical understanding of machine learning and deep learning, focusing on data, neural networks, and first-principles reasoning. Training demanded long days—live evening lectures, nightly project development, and morning math refreshers—deepening both technical skills and personal resilience. Emphasized that mastering theory improves tool application and that growth often comes through sustained struggle when learning unfamiliar disciplines.
Read at Stephane's Blog
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