| Post |
|
Syllabus for ISM 325: SYSTEMS ANALYSIS & DESIGN
Posted on 1/11/2025) by Liping Liu
(Syllabus for ISM 325: SYSTEMS ANALYSIS & DESIGN) Instructor: Dr. Liping Liu, CBA360, X5947
Credits: 3 hours
Applicable Term: Spring 2025 (January 13-May 15)
Textbook:
Textbook: Liping Liu, Requirements Modeling and Coding, World Scientific Publishers, London, 2020 (ISBN: 978-1786348821)
Review and Reference Resources:
Book (for Reading Assignments): Brett D... more >>
|
|
Get Started with Advanced Data Analytics Topics
Posted on 1/11/2025) by Liping Liu
(Get Started with Advanced Data Analytics Topics) Welcome to Advanced Data Analytics Topics! This course has two distinct features: based on real-world data projects and using R language. The prerequisite is R coding skills... more >>
|
|
Syllabus for ISM-663: Advanced Data Analytics Topics
Posted on 1/11/2025) by Liping Liu
(Syllabus for ISM-663: Advanced Data Analytics Topics) Instructor: Dr. Liping Liu, CBA360, X5947
Credits: 3 hours
Applicable Term: Spring 2025 (January 12 - May 18)
Textbooks:
Main Text: Brett Lantz, Machine Learning with R, 2nd Ed... more >>
|
|
Syllabus for ISM-643: SYSTEMS ANALYSIS & DESIGN
Posted on 1/11/2025) by Liping Liu
(Syllabus for ISM-643: SYSTEMS ANALYSIS & DESIGN) Instructor: Dr. Liping Liu, CBA360, X5947
Credits: 3 hours
Applicable Term: Spring 2025 (January 15-May 15)
Textbook:
Main Text: Liping Liu, Requirements Modeling and Coding, World Scientific Publishing, 2020 (ISBN: 978-1-78634-882-1)
Reference Resources:
Book: Matt Weisfeld, The Object-Oriented Thought Process, 4th/2013, ISBN: 9780321861276, Addison-Wesley Professional
Book: Frederick P... more >>
|
|
Visual Studio Installation
Posted on 1/10/2025) by Liping Liu
(Visual Studio Installation) All students in College of Business Administration may go to https://azureforeducation.microsoft.com/devtools to download Visual Studio for free. The current version installed in computer labs is 2022, but new version should be fine to install... more >>
|
|
Miniconda 3: Install Python 3.9, Tensor Flow, Spyder...
Posted on 1/9/2025) by Liping Liu
(Miniconda 3: Install Python 3.9, Tensor Flow, Spyder, Jupyter Lab, and PyCharm in Windows) This guide consists of three parts. First, I will show you how to install, configure, and run Miniconda 3 with Python 3.9. Second, I will show you how to install important extensions and libraries such as Jupyter Lab, Pycharm, and Tensorflow... more >>
|
|
Get Started with Systems Analysis and Design
Posted on 1/8/2025) by Liping Liu
(Get Started with Systems Analysis and Design) Welcome to Systems Analysis and Design! To get started with the course, here is a list of basic necessities:
The textbook, entitled "Requirements Modeling and Coding" by Dr... more >>
|
|
Install Tensor Flow and PyTorch with GPU Support in Native Windows 10/11
Posted on 12/13/2024) by Liping Liu
(Install Tensor Flow and PyTorch with GPU Support in Native Windows 10/11) TensorFlow is one of the two important extensions to Python for machine learning (the other one is PyTorch created by Meta). However, its installation can become complicated given various conflicts between different versions of dependent packages... more >>
|
|
Software and Hardware Requirements for Applied Artificial Intelligence Program
Posted on 12/12/2024) by Liping Liu
(Software and Hardware Requirements for Applied Artificial Intelligence Program) 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 >>
|
| Post |
