Course Number: CAIP
- Vendor: PeopleCert
- Category: AI Courses
- Outline: Certified Artificial Intelligence (AI) Practitioner (CAIP) PDF
- Prerequisites
- List Price
- Upcoming Classes
Description
Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, use open source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. This course includes hands on activities for each topic area.
Course Objectives
Specify a general approach to solve a given business problem that uses applied AI and ML.
Collect and refine a dataset to prepare it for training and testing.
Train and tune a machine learning model.
Finalize a machine learning model and present the results to the appropriate audience.
Build linear regression models.
Build classification models.
Build clustering models.
Build decision trees and random forests.
Build support-vector machines (SVMs).
Build artificial neural networks (ANNs).
Promote data privacy and ethical practices within AI and ML projects.
Who Should Attend?
The skills covered in this course converge on three areas?software development, applied math and statistics, and business analysis. Target students for this course may be strong in one or two or these of these areas and looking to round out their skills in the other areas so they can apply artificial intelligence (AI) systems, particularly machine learning models, to business problems.
Explore More Training Options
Browse our complete course catalog or explore more PeopleCert courses.
Contact us for custom training options, view training delivery methods, or learn more about ISInc.
Prerequisites
A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-110) certification.
List Price
$3495.00
Upcoming Classes
| Start Date | End Date | Class Status | Days | Location | Start Time | |
|---|---|---|---|---|---|---|
| 06/15/2026 | 06/19/2026 | Seats Available | Consecutive days | Live Online | 6:00am | Enroll |
Request Course Outline
Please provide your contact information to download the Certified Artificial Intelligence (AI) Practitioner (CAIP) course outline: