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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-210). 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

  • Solve a given business problem using AI and ML
  • Prepare data for use in machine learning
  • Train, evaluate, and tune a machine learning model
  • Build linear regression models
  • Build forecasting models
  • Build classification models using logistic regression and k -nearest neighbor
  • Build clustering models
  • Build classification and regression models using decision trees and random forests
  • Build classification and regression models using support-vector machines (SVMs)
  • Build artificial neural networks for deep learning
  • Put machine learning models into operation using automated processes
  • Maintain machine learning pipelines and models while they are in production

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

Register for course: CAIP

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