Data Sci 309: Machine Learning
with Data Science
Evenings, 2x per week
End: August 18, 2017
295 Madison Ave., 35 FL
About Data Science Mini Courses: Courses are available in flexible, part-time 12, 18, and 24-hour or formats for those who want to learn specialized topics rather than take a full bootcamp. Courses are organized by level with 100 being beginner levels.
Curriculum is designed to prepare students for jobs in data science related roles. Women and veterans receive 20% enrollment prices. For a complete listing please see mini courses.
Join us for an intermediate Machine Learning mini course. (for beginners we recommend our Fundamentals of Machine Learning & Regression Analysis). In this course, learn about different prediction models, such as Support Vector Machines, Decision Trees, Clustering, Nearest Neighbors, and so much more. We’ll be using Python for implementation.
- Intro to ML Fundamentals
- Naive Bayes
- Support Vector Machines
- Decision Trees
- Maximum Likelihood Estimation
- Nearest Neighbors
- Dimension Reduction
- Reinforcement Learning
Requires: Fluency in Python and a solid statistics background.
Schedule: Tuesday & Friday, 6:00 pm – 9:00 pm