This comprehensive applied data analytics workshop provides practical knowledge and hands-on experience in three critical areas of data-driven decision making: Design of Experiments (DoE), Statistical Process Control (SPC), and Test & Evaluation (T&E). Students will learn to design and analyze experiments, apply statistical methods for process monitoring, and evaluate test data to support verification and validation (V&V). The workshop emphasizes real-world applications in engineering, manufacturing, and defense contexts.