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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 5-day instructor-led course empowers participants to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, and use open source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. Note: this course is also designed to assist students in preparing for the CertNexus® Certified Artificial Intelligence (AI) Practitioner certification exam (AIP-110). This course includes an exam voucher for the CAIP exam as well.

Target Audience
The target student may be a programmer looking to develop additional skills to apply machine learning algorithms to business problems, or a data analyst who already has strong skills in applying math and statistics to business problems, but is looking to develop technology skills related to machine learning. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming.

What You'll Learn

  • 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

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  • Course Number CAIP
  • Course Length 5 days
  • Course Fee $3,395.00
  • Delivery Format VLT (Instructor Led; Virtual LIVE Online; Remote Training)
  • Course Topic Artificial Intelligence (AI), Machine Learning
  • Vendor CertNexus

Register for course: CAIP

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