Camp Details
Training plan
| Camp Duration | Hours | Time |
| Six weeks | 4 hours per day | 3 PM – 7 PM (Saturday – Wednesday) |
|
Week |
Topic |
|
Week 1 |
Introduction to data science and artificial intelligence - Introduction to artificial intelligence and its applications. - Python language Basics. - Data life cycle and its transformation into information (1). - Data life cycle and its transformation into information (2). |
|
Week 2 |
Data science life cycle - Introduction to artificial intelligence and its applications. - Data life cycle and its transformation into information (1). - Data life cycle and its transformation into information (2). |
|
Week 3 |
Machine learning principles - Introduction to Machine Learning. - Search algorithms. - Supervised learning. - Unsupervised learning. |
|
Week 4 |
Machine learning applications in natural language processing - Introduction to Natural Language Processing - Text basics in Python. - Arabic language processing. - Name entity recognition. - Texts Classification. - Part of speech tagging. |
|
Week 5 |
Machine learning applications in computer vision - Introduction to image analysis. - Image editing. - Image segmentation. - Object detection and tracking. |
|
Week 6 |
Capstone project |
Notes:
- Registration is available to all, provided that the trainee is at least 18 years old.
- The camp is offered virtually online in Arabic.
- Camp registration fee: 2,000 SAR per trainee.