Professional Development Courses

Predictive Modeling & Core ML	Generative AI & LLM Systems
Supervised Machine Learning: Regression and Classification Provider: DeepLearning.AI × Stanford (Andrew Ng) Role: The Foundation Focus: Mathematical and programmatic roots of AI: Regression, Classification, and Scikit-Learn.	Generative AI with Large Language Models Provider: DeepLearning.AI × AWS Role: The Core Specialist Focus: The full Transformer lifecycle: Fine-tuning, PEFT/LoRA, and RLHF for model alignment.
NVIDIA: Generative AI Explained Provider: NVIDIA Deep Learning Institute Role: Theoretical Overview Focus: Foundational concepts, model architectures, and real-world deployment limitations.	NVIDIA: Augment Your LLM Using RAG Provider: NVIDIA Deep Learning Institute Role: Implementation & Architecture Focus: Building Retrieval Augmented Generation systems to connect LLMs to external data.