Machine Learning training in Washington DC
George Mason University, Volgenau School of Engineering

TAIT 0527: Machine Learning

Overview

Machine learning explores the study and construction of algorithms that can learn from and make predictions on data. Such algorithms operate by building a model from example inputs in order to make data-driven predictions or decisions, rather than following strictly static program instructions. Machine learning is employed in a range of computing tasks where designing and programming explicit algorithms is infeasible e.g. spam filtering, optical character recognition (OCR),search engines and computer vision.

This hands-on course is intended for Data Scientists and Programmers who want to add Machine Learning to their skills, either for a specific project or as part of keeping their skill set relevant. With the popularity of machine learning these days, it’s a useful skill to have. The goal of this course is to bring programmers and data scientists with little or no machine learning experience to the point where they feel competent and comfortable incorporating machine learning into their projects.

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Audience and Prerequisites

This course is designed for individuals who have prior Python or Java programming experience.

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Course Outline Detail

  • Introduction to Python and related machine learning packages
  • What is Machine Learning?
  • Introduction to Algorithms
  • Machine Learning Models
    • Classification
    • Regression
    • Clustering
    • Dimensionality Reduction
    • Model Selection
  • Supervised and Unsupervised Learning
  • Neural Networks
  • Anomaly Detection
 
Registration

Click here to download the registration form (fax or mail)

Schedule

Please call for our upcoming class schedule.

Tuition

$1,150

CEUs
2.4 CEUs
24 Hours
Onsite Opportunity

Enhance your organization's competitive edge!

George Mason University's TechAdvance Program can tailor programs to meet your organization's needs. Companies or agencies interested in bringing this program on site should contact TechAdvance at 703-993-1551.

Contact Info.
Address:

  George Mason University
TechAdvance
Volgenau School of Engineering
  3351 Fairfax Drive, Suite 448
  Arlington, VA 22201

Telephone: 703-993-1551
Email: advance@gmu.edu
Volgenau School of Engineering George Mason University