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PECB Certified Artificial Intelligence Professional (CAIP)®

Explore data analysis, machine learning and AI applications alongside security, ethics and governance.

Download the course brochurePECB Certified Artificial Intelligence Professional (CAIP)® · PDF
30 hours / 5 days
3-hour PECB certification exam
Credential application subject to requirements
Artificial intelligence expertise

Understand AI and evaluate its practical applications

Developing and managing AI solutions requires an understanding of data, models and business objectives. Security, ethics and governance are part of that process.

PECB Certified Artificial Intelligence Professional (CAIP)® training connects fundamental concepts with advanced applications. Explore how technical approaches support organisational needs.

Audience

Who is it for?

AI practitioners and software developers designing or implementing AI solutions
Data scientists and machine learning specialists
IT managers and technical leaders overseeing AI projects
Professionals responsible for AI security, risk and compliance
Digital transformation leaders and executives shaping AI strategy
Program flow

Course content

01
Module 1 Foundations of AI and Data Analysis
  • Training course objectives and structure
  • Fundamental concepts and principles of artificial intelligence
  • Data analysis and visualization
02
Module 2 Machine Learning
  • Foundations of data science and machine learning
  • Machine learning workflow
  • Supervised learning
  • Unsupervised learning
  • Advanced ML and broader applications
03
Module 3 Natural Language Processing (NLP) and Deep Learning
  • Foundational NLP concepts
  • Classical and intermediate NLP techniques
  • Modern NLP – Transformers and large language models
  • NLP applications and future directions
  • Fundamental concepts of deep learning
  • Deep learning architectures and advanced techniques
04
Module 4 Computer Vision, Robotics, AI Governance, Ethics, and Security
  • Generative models and specialized architectures
  • Deep learning and future directions
  • Computer vision
  • Robotics
  • AI security
  • AI ethics
  • AI governance and strategy
  • Closing of the training course
05
Module 5 Certification exam
  • General preparation and review for the certification exam.
What you will gain

Connect technical knowledge with responsible AI practice

Explore data analysis, modelling and governance to make more informed decisions throughout AI projects.

01

Competency 1

Explain the foundational concepts, principles and applications of AI.

02

Competency 2

Relate data analysis and visualisation methods to AI projects.

03

Competency 3

Evaluate supervised and unsupervised learning approaches and the machine learning workflow.

04

Competency 4

Explain deep learning, NLP, Transformers and large language model approaches.

05

Competency 5

Explore applications of computer vision and robotics.

06

Competency 6

Integrate security, ethics, risk and governance considerations into AI projects.

Selected PECB training

PECB Certified Artificial Intelligence Professional (CAIP)®

A five-module CAIP programme connecting data analysis, machine learning, NLP, deep learning, computer vision and robotics with security, ethics and governance.

PECB Certified Artificial Intelligence Professional (CAIP)®
Official digital badge available once certification requirements are met.

About the training

CAIP training covers data analysis, machine learning, deep learning, natural language processing, computer vision and robotics. Security, ethics and governance are addressed alongside technical approaches.

The 30-hour, five-day programme contains five modules organised into topics and detailed points. The final module covers the certification exam, which lasts 3 hours.

Certificate

Candidates who pass the PECB CAIP exam may apply for a credential appropriate to their experience and PECB’s current requirements. Certification follows application and verification of the relevant criteria; course completion or exam success alone does not confer the professional credential. Confirm the current certification requirements with PECB before applying.

The BT Akademi Achievement Certificate is a separate award. According to the supplied document, it is issued digitally with QR verification to participants who attend at least 80% of the training and successfully complete the assessments or projects required by the curriculum.

30 hours / 5 days 3-hour PECB certification exam Credential application subject to requirements
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