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Introduction to Probability & Statistics
Introductory Course
Build a solid foundation in probability and statistics — key skills for data science and analytics. This course covers distributions, hypothesis testing, and regression, equipping you to analyze data with confidence. Designed for beginners and professionals alike, it provides the essential math behind data-driven decision-making.
Designed with you in Mind
With real-world applications, live instruction, and interactive exercises, you'll gain a strong foundation without requiring advanced math. This course prepares you for data analysis with confidence.
- Essential Foundations: Core probability and statistics concepts for data-driven careers.
- Practical Application: Techniques used in real-world data analysis.
- Live Instruction: Engage with our expert instructor in real time.
- Career-Ready Skills: Strong quantitative foundation for advanced study or work.
- No Advanced Math Required: Accessible for all learners.
- Interactive Learning: Hands-on exercises and real-world examples.
Meet Your Instructor
James Wilson is a statistics and data science educator, researcher, mentor, and enthusiast. His research merges computational statistics, random graph theory, and machine learning to provide interpretable machinery to model, explore, and analyze complex interacting and imaging systems.
Course Information
Format: This is a 7-week online program, held one day per week. The instructor-led sessions are conducted live via Zoom.
Time Commitment: Expect 5-7 hours per week, including live sessions (3 hours), assignments, and projects.
Recordings: Participants will have access to recorded sessions and resources.
Schedule: Thursdays, March 13 - April 24, 2025 from 6-9pm.
Prerequisites: None.
Continuing Education Units: 2
Cost: $1195 - $795 USF Alumni - $295 USF Students
Professional Certificates at the Data Institute
Proven Expertise
Since 2016, the Data Institute at the University of San Francisco has been a leader in delivering top-tier professional certificate programs. Backed by renowned faculty and industry experts, our programs are designed to empower professionals with the knowledge and skills to excel in their fields.
Cutting-Edge Curriculum
Stay ahead of industry trends with courses that focus on the most sought-after topics, including AI, data science, and graph neural networks. Our curriculum is continuously updated to reflect the latest advancements and best practices.
Hands-On Learning
Master practical skills by working on real-world projects, engaging in interactive instruction, and using state-of-the-art tools and techniques trusted by leading professionals.
Data Institute
101 Howard St. Suite 500
San Francisco, CA 94105
San Francisco, CA 94105
Hours
Mon-Fri, 9 a.m. - 5 p.m.