Algorithms, System Design, data structures, LLM-based systems, feedback loops, AI UX patterns, AI-powered products, pipeline iteration, model evaluation, ML fundamentals, evaluation metrics for ML systems, computer science fundamentals

Matplotlib, Machine Learning, Scipy, Predictive Analytics, Sql, Numpy, Pandas, Statistical Modelling, Python, Scikit-learn, model evaluation, generative AI models, LoRA fine-tuning