Applied Machine Learning: Build Smarter Solutions with Real-World Data

Machine learning is the driving force behind today's most groundbreaking innovations-powering everything from self-driving cars and voice assistants to personalized recommendations and advanced medical diagnostics. As the science of enabling computers to learn and make decisions without explicit programming, machine learning is transforming industries and redefining what's possible with data.This immersive, hands-on certificate program is designed to equip you with the skills to unlock the full potential of machine learning. You'll explore the most effective techniques in the field while gaining a deep understanding of the theory that underpins them. More importantly, you'll apply those techniques to real-world problems, learning how to turn massive volumes of raw, unstructured data into intelligent, production-ready solutions.Through a blend of practical instruction and project-based learning, you'll master tools and frameworks widely used in the industry. All software and datasets used throughout the program are open source and freely available-allowing you to continue applying your knowledge long after the course ends. Whether you're advancing in your current role or shifting into the fields of data science or artificial intelligence, this program provides the foundation and applied experience to make machine learning work for you.Completing the Applied Machine Learning Certificate demonstrates your ability to not only understand the science behind machine learning but to implement it with clarity, purpose, and real-world impact.

All tools and data utilized in this certificate will be open source and freely available for use before, during and after the course.

Modeling and Simulation (M&S) is used in a wide range of DoD and aerospace applications including mission, combat, logistics and human factors planning. In each area, M&S is applied across the life cycle, from concept development and design to production, testing, deployment and operations. Our M&S program is guided by advisors from government, academia and industry and offers instruction from real-world M&S experts. Build a strong foundation in M&S to improve decision-making, product design, risk and safety management and program efficiency. Learn how modeling and simulation is used to improve engineering processes, facilitate system of systems integration, improve live test planning and represent system attributes not easily examined in real-time.

Prerequisite: Undergraduate degree in a technical field or equivalent experience.

Choose any four courses from the certificate list.

The "Systems Analysis, Modeling, and Simulation" course can be applied to the Systems Engineering Certificate.

Python programming is a highly sought-after skill in today's job market. Known for its simplicity and readability, Python is a versatile and powerful high-level language. It enables users to write more functional programs with fewer lines of code. In this certificate program, participants will build a strong foundation in Python, which is widely used across various fields such as data science, web development, system automation, computer graphics and basic game development. Whether you are new to coding or can script in your sleep, Python is an essential skill to master.

The "Introduction to Python Programming" and "Advanced Python Programming" courses can also be applied to the Master Programmer Certificate.

Prepare for success in the professional systems engineering (SE) environment. The certificate program focuses on designing and managing complex engineering systems throughout their lifecycle, with applications across a wide range of industries. Learn from experienced, real-world practitioners who offer insights into core processes, techniques and tactics essential for effective systems engineering. Each course covers key principles of systems engineering and validates participants' knowledge of the interdisciplinary approach to systems engineering.

Prerequisite: Undergraduate degree in a technical field or equivalent experience.

The "Requirements Development" and "System Validation and Verification" courses can also be applied to the Test and Evaluation Certificate. Additionally, the "Systems Analysis, Modeling, and Simulation" course can be applied to the Systems Engineering Certificate and the Modeling and Simulation Certificate.

Designed to address the principles of test and evaluation (T&E), this program covers all aspects of T&E throughout a system's life cycle. Learn the roles, purposes, functions and techniques of T&E within the systems engineering process. Gain insights through experienced-based instruction on topics such as modeling and simulation to enhance the T&E process, developmental test and evaluation, live fire test and evaluation and operational test and evaluation.

Prerequisite: Undergraduate degree in a technical field or equivalent experience.

Take four core courses and choose one elective.

The "Requirements Development" and "System Validation and Verification" courses can also be applied to the Systems Engineering Certificate. Additionally, the "Project Scope, Cost, and Schedule Management" course can be applied to the Project Management Certificate.