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Level 3 Certificate in AI Programming with Python

The Level 3 Certificate in AI Programming with Python offered by OXQUAL develops practical programming knowledge for introductory artificial-intelligence applications using Python, data-processing libraries, machine-learning techniques and model-evaluation methods.

Professional learning
Practical learning
Practical learning Build knowledge and skills for professional progression.
Overview

About this qualification

The Level 3 Certificate in AI Programming with Python offered by OXQUAL develops practical programming knowledge for introductory artificial-intelligence applications using Python, data-processing libraries, machine-learning techniques and model-evaluation methods.

Professional development
Professional development Build practical knowledge for real-world opportunities

Career-focused

Develop relevant skills and knowledge that can support your next professional step.

Curriculum

What you'll cover

Key topics covered in this OXQUAL programme include:

  1. Artificial Intelligence Fundamentals
  2. Python for AI
  3. Python Syntax
  4. Functions and Modules
  5. NumPy
  6. Pandas
  7. Data Collection
  8. Data Cleaning
  9. Data Normalisation
  10. Feature Engineering
  11. Machine Learning Fundamentals
  12. Supervised Learning
  13. Unsupervised Learning
  14. Regression
  15. Classification
  16. Clustering
  17. Neural-Network Fundamentals
  18. Activation Functions
  19. TensorFlow Awareness
  20. Keras Awareness
  21. PyTorch Awareness
  22. Scikit-Learn
  23. Model Training
  24. Cross-Validation
  25. Model Evaluation
  26. Confusion Matrices
  27. AI Project Documentation
  28. Practical AI Applications
Who this qualification is designed for
Audience
Audience

Who it's designed for

This OXQUAL programme is suitable for:

  • Python Learners
  • Junior Programmers
  • Students entering AI and Machine Learning
  • IT Learners developing data-driven programming skills
Benefits of this qualification
Benefits
Benefits

What you'll gain

Successful completion of this OXQUAL programme can help learners to:

  • Develop Python skills for AI applications.
  • Strengthen data-preprocessing competence.
  • Improve machine-learning fundamentals.
  • Develop introductory neural-network knowledge.
  • Improve model-evaluation skills.
  • Build practical AI project experience.
Assessment

How this qualification is assessed

The assessment pattern for this OXQUAL programme is outlined below.

  • Assessment Type: Written examination, AI project and viva.
  • Format: Multiple-choice questions, applied coding tasks, project submission and oral defence.
  • Total Questions: 70 theory questions plus 1 AI project and 1 viva.
  • Passing Score: 70%.
  • Duration: 6–8 weeks (120–150 hours total).
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