Level 3 Certificate in AI Programming with Python
The PIMS Level 3 Certificate in AI Programming with Python develops practical Python programming competence for introductory artificial-intelligence and machine-learning applications.The programme covers NumPy,...
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Program Overview
The PIMS Level 3 Certificate in AI Programming with Python develops practical Python programming competence for introductory artificial-intelligence and machine-learning applications.
The programme covers NumPy, Pandas, data collection and preprocessing, feature engineering, supervised and unsupervised learning, regression, classification, clustering, neural-network fundamentals, model training and evaluation.
What You'll Learn
- Artificial Intelligence Fundamentals
- Python for AI
- Python Syntax
- Functions and Modules
- NumPy
- Pandas
- Data Collection
- Data Cleaning
- Data Normalisation
- Feature Engineering
- Machine Learning Fundamentals
- Supervised Learning
- Unsupervised Learning
- Regression
- Classification
- Clustering
- Neural-Network Fundamentals
- Activation Functions
- TensorFlow Awareness
- Keras Awareness
- PyTorch Awareness
- Scikit-Learn
- Model Training
- Cross-Validation
- Model Evaluation
- Confusion Matrices
- AI Project Documentation
- Practical AI Applications
Empowering professionals with knowledge, practical understanding and stronger workplace skills.
PIMSWho Should Attend?
This PIMS AI Programming with Python course is suitable for Python Learners, Junior Programmers, Students entering AI and Machine Learning and IT Learners developing data-driven programming skills.
Key Benefits
After completing the programme, learners should be better prepared 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 & Evaluation
- 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).
Start Your Professional Learning Journey.
Contact PIMS for information about Level 3 Certificate in AI Programming with Python, training schedules and enrollment.
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