AI & DS Interview Roadmap

This comprehensive 6-week Interview Prep Roadmap equips you with the essential machine learning, deep learning, NLP, and deployment skills needed to excel in both technical and consulting interviews. You’ll follow curated courses from Stanford (Andrew Ng) and DeepLearning.AI, dive deep into transformer fine-tuning and retrieval-augmented generation with LangChain, and build end-to-end GenAI pipelines using past Kaggle solutions. Weekly hands-on exercises cover core algorithms, neural network optimization, prompt engineering, MLOps best practices, and scalable system design. Daily coding drills, case interview frameworks, and behavioral STAR prep ensure you’re interview-ready.