Occupational Certificate: Artificial Intelligence Software Developer (NQF Level 5)

The Occupational Certificate: Artificial Intelligence Software Developer course introduces students to the fascinating world of AI and machine learning. Designed for developers and data enthusiasts, this program offers a blend of theory and practical projects to help you create real-world AI applications.

Curriculum Overview:
Module 1: Fundamentals of Artificial Intelligence (2 Weeks)

• Introduction to AI Concepts
• Ethical Considerations in AI
• Overview of AI Applications

Module 2: Machine Learning (4 Weeks)

• Supervised and Unsupervised Learning
• Building Predictive Models
• Tools: TensorFlow and Scikit-Learn

Module 3: Natural Language Processing (3 Weeks)

• Sentiment Analysis Techniques
• Text Classification Models
• NLP with Python

Module 4: AI System Deployment (3 Weeks)

• Integrating AI into Web Applications
• API Development for AI Models
• Cloud Deployment Strategies

Duration: 12 weeks (approximately 3 months).