This course begins with linear and logistic regression, two of the most established tools for tackling machine learning problems. You’ll then explore algorithms with different theoretical foundations, including k-nearest neighbors, decision trees, and random forest. Key statistical concepts such as bias, variance, and overfitting will be emphasized, along with methods for measuring model accuracy and selecting effective features and algorithms.
Designed with practical application in mind, the course focuses on solving real-world problems using machine learning. Mathematical foundations will be explained visually, without requiring a formal math background.
This course requires students to be comfortable with Python and its data science libraries (NumPy and Pandas). If a student has not worked in Python before, we require a student to enroll in our Python for Data Science Bootcamp before taking this course.
Learn online at your own pace with video training and live support from our instructors. If you purchase the self-paced option, you can attend the live course for free within one year.
Receive instruction from subject‑matter experts who bring proven government experience.
Courses that are regularly updated based on feedback and industry developments, ensuring versions are mapped to federal competencies.
The instructor was wonderful and so knowledgeable. The course materials were extremely relevant to what my job is. I feel like I can be better because of this class.
— 2025 student
Directly addressing the day-to-day challenges of federal employees.
Your trusted training partner, equipping public service professionals with the skills and knowledge to excel in their roles and drive meaningful impact.
Attend this course Live Online. Engage with expert instructors, ask questions, and get feedback on your exercises and projects.
At Graduate School USA, you’ll learn in small groups and receive personalized attention.
Get the same interactivity and access to the instructor as in-person students. There are no extra fees and we’ll work with you to ensure your remote setup is perfect.
We want you to leverage the skills you’ll learn. In addition to 30 hours of hands-on, small group training, you’ll receive one 1-on-1 training session where you can:
Upon completion of this course, you’ll receive an official certificate testifying to your mastery of the curriculum. We’ll send you a link where you can download your certificate, share it online with your friends, post it to your professional network on LinkedIn, and view all your earned certificates. Congratulations on your achievement!
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We offer a single free retake of the class within a year.
You can also access recordings of each session in your student portal within one business day of the session’s end. Recordings are available for one month after the session.
Since 1921, Graduate School USA has partnered with over 125 federal agencies and trained more than one million federal employees. Led by instructors with deep, real-world knowledge of federal regulations, policies, and practices, our private group programs are practical, mission-driven, and tailored to your agency’s objectives. We offer expertise across key federal domains—including human resources, financial management, acquisition and contracting, leadership, and more—to deliver training where and how your team needs it.
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