Certified Artificial Intelligence (AI) Practitioner (Incl. Exam voucher) – CN-CAIP

Certified Artificial Intelligence (AI) Practitioner (Incl. Exam Voucher)

Course Code: CN-CAIP

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.


  • Identify AI and ML Solutions for Business Problems
  • Formulate a Machine Learning Problem
  • Select Appropriate Tools
  • Collect the Dataset
  • Analyze the Dataset to Gain Insights 
  • Use Visualizations to Analyze Data
  • Prepare Data
  • Set Up a Machine Learning Model
  • Train the Model
  • Translate Results into Business Actions
  • Incorporate a Model into a Long-Term Business Solution
  • Build a Regression Model Using Linear Algebra
  • Build a Regularized Regression Model Using Linear Algebra
  • Build an Iterative Linear Regression Model
  • Train Binary Classification Models
  • Train Multi-Class Classification Models
  • Evaluate Classification Models
  • Tune Classification Models
  • Build k-Means Clustering Models
  • Build Hierarchical Clustering Models
  • Build Decision Tree Models
  • Build Random Forest Models
  • Build SVM Models for Classification
  • Build SVM Models for Regression
  • Build Multi-Layer Perceptrons (MLP)
  • Build Convolutional Neural Networks (CNN)
  • Protect Data Privacy
  • Promote Ethical Practices
  • Establish Data Privacy and Ethics Policies

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Course Price : N556, 000