Software and Hardware Requirements for Applied Artificial Intelligence Posted on 12/12/2024) by Liping Liu
(Software and Hardware Requirements for Applied Artificial Intelligence) Hardware Requirements: A laptop or desktop with Windows 11 operating system and at least 8 GB RAM, 256 GB SSD hard drive, and Gen 12 or later Pentium i7 or i9 or equivalent ADM Ryzen 7 processors... more >>
Proposed Syllabus for ISM 326 – Data provision for Applied AI by Bill McHenry Posted on 12/6/2024) by Liping Liu
(Proposed Syllabus for ISM 326 – Data provision for Applied AI by Bill McHenry) Course Description: While enterprise databases store and supply data for operations, AI-based analytical applications require greater volume, variety, and velocity of data provision... more >>
Proposed Syllabus for ISM 423: Management of Artificial Intelligence Techniques Posted on 12/6/2024) by Liping Liu
(Proposed Syllabus for ISM 423: Management of Artificial Intelligence Techniques) Course Title: Management of Artificial Intelligence Techniques
Course Description:
This course offers a comprehensive exploration of Artificial Intelligence (AI) techniques and their strategic applications within organizations... more >>
641 Week 11 Outline on MongoDB Posted on 11/9/2024) by Liping Liu
(641 Week 11 Outline on MongoDB) Lecture 1: NoSQL Database
NoSQL Databases do not organize data as tables linked by PK-FK relations. Instead, they use a different logical data model:
Document Model
Graph Model
Key-value pair
Why NoSQL: prevalent use of small devices and distributed systems of apps requires (flexible data structure, big data, high demand for availability)
scalable horizontally: not need to change data structure in order to add new data fields
optimized for a specific data model with comprises:
basic availability
soft state
eventual consistency
NoSQL Database Examples (MongoDB, DynamoDB, CouchDB, etc... more >>
641 Week 9 Outline Posted on 11/2/2024) by Liping Liu
(641 Week 9 Outline) Review:
1. Find employees who make more than all managers
2. Find the maximum average salaries of all departments
3. Find the number of columns in EMP table
4... more >>
Proposed Syllabus for ISM 360: Artificial Intelligence for Business Posted on 10/27/2024) by Liping Liu
(Proposed Syllabus for ISM 360: Artificial Intelligence for Business) Instructor: Dr. Liping Liu, 360 CBA Building, +5947, liping@uakron.edu
Credits: 3 hours
Text Books:
Miroslav Kubat, Fundamentals of Artificial Intelligence: Problem Solving and Automated Reasoning, McGraw Hill, 2023... more >>
Proposed Syllabus for ISM 422: Deep Learning for Business Posted on 10/27/2024) by Liping Liu
(Proposed Syllabus for ISM 422: Deep Learning for Business) Instructor: Dr. Liping Liu, 360 CBA Building, +5947, liping@uakron.edu
Credits: 3 hours
Text Books:
Manel Martínez-Ramón, Meenu Ajith, and Aswathy Rajendra Kurup, Deep Learning--A Practical Introduction, John Wiley & Sons, 2024... more >>
