This free practice platform helps candidates prepare for the GSDC Certified Forward Deployed Engineer (CFDE) exam. It follows the official 13-module CFDE syllabus end to end: FDE mindset and problem structuring, production-ready Python, backend development and API design, data engineering and pipeline thinking, ML foundations and the model lifecycle, deep learning and NLP essentials, prompt engineering and LLM workflows, Retrieval-Augmented Generation (RAG), agentic systems and orchestration, UI integration and rapid prototyping, deployment/MLOps/cloud, client engagement and consulting, and demo storytelling and delivery. Candidates get instant explanations on every practice question and can take 6 full-length mock exams with scoring out of 1000, modeled on the real CFDE format of 40 multiple-choice questions in 90 minutes with a 65% passing score. Built and maintained by Isha Training Solutions. This is unofficial, independently built study material and is not affiliated with, endorsed by, or sponsored by the Global Skill Development Council (GSDC).