Introduction to Artificial Intelligence
Who Should Take This Course?
This course is designed for experienced IT professionals, including Test Officers, Engineers and IT specialists.
What You Will Learn in This Course
Upon completion of this course, students will be able to:
- Learn the importance of data
- Know the methods used by AI tools to retrieve data from various sources
- Match a data set with the most promising inductive learning algorithms
- Train the machine with the given data to derive a particular conclusion
- Recognize the methods used to determine the best result
- Understand classification of data
Example-based “No Code” Learning focused on AI, Machine, & Deep Learning:
- Selecting Source Data: Determining the best Data Source for a given task
- Preprocessing Data: Integration, transformation, reduction, and cleaning
- Data Wrangling: Data Leakage and Deep Learning
- Data Smoothing: Missing, noisy, and inconsistent data
- Image Processing: Categories of images and their classification
- Image Processing Methods: Examples and strategies used in AI
- Image Processing Techniques: Rotation, Translation, Color, Zooming, & Flipping
- Image Recognition: Pixel, Image Type, Iterators, Code Execution & Result Processing
- Deep Learning: Defined
- Image Processing Algorithm CNN: Layers of CNN; Convolutional, Pooling, and Fully-Connected
- Object Recognition: Using MNIST for handwritten digit recognition
- Intelligent Document Processing (IDP) & Deep Neural Networks for Image Processing: Analog and Digital Image Processing
- Image Processing Phases: Acquisition, Enhancement, Restoration, Processing, Recognition, Representation & Description
Upcoming Classes
This is an intensive live, instructor-led class.
- August 7-9, 2023: attend in person in Sierra Vista or live online (via Zoom) - registration for this class is now closed
- Need a different date? Let us know you are interested, and we will notify you when another class is scheduled.
- Can also be scheduled on demand for groups of six or more, in person (Tucson, Phoenix, Yuma or Sierra Vista area) or live online
In-Person Class Location
University of Arizona at Sierra Vista
Groth Hall, Room 508
1140 Colombo Avenue
Sierra Vista, Arizona 85635
Paying for Your Class
Discounted pricing is available for military-connected learners, University of Arizona alumni and others.
Funding from Army CA, MyCAA or Air Force COOL may be available for eligible military-connected learners.
We can also work with your employer's tuition assistance, reimbursement or other education assistance program to fund your training.