UMass Boston

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Advanced Machine Learning & Artificial Intelligence

Course Overview

Date / Time Location Credits Minimium Tuition*
1/27/25 - 5/14/25
Mo 5:30p.m. – 8:15p.m.		 McCormack M03-0430 3 $2557 (guest students)
Date
1/27/25 - 5/14/25
Time
Mo 5:30p.m. – 8:15p.m.
Location
McCormack M03-0430
Credits
3
Min. Tuition*
$2557 (guest students)

Description

This advanced course delves deep into the fascinating world of Machine Learning (ML) and Artificial Intelligence (AI). In an era where digital data is proliferating from various sources such as social media, user-generated content, and the financial market, deriving insights from this data extends far beyond basic spreadsheet analysis. This course covers the unique characteristics of different data types and the practical skills you'll need to manipulate and analyze them. Moreover, we will explore principles and practices of advanced machine learning techniques, including ensemble methods, social network analysis/graph mining, natural language processing (NLP), time-series forecasting, deep learning (NN), and Large Language Models (LLM). The goal is to facilitate students' ability to navigate through diverse data types and derive insights from the data using state-of-the-art machine learning techniques.

Prerequisites

MSIS 615 and MSIS 672

This course is closed for registration.

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Course Details

Session

Regular Academic Session

Class Dates

1/27/2025 - 5/14/2025

Location

McCormack M03-0430

Enrolled / Capacity

10 / 35

Status

Closed

Instructor

Lei Zheng

Tuition*

$2557 (guest students)

* The tuition estimate is based on minimum, single-course cost to a new student who is a Massachusetts resident and not enrolled in a multi-course program. State residency, online/in person modality, and matriculation to a degree program may affect cost.

Tuition Details