Title | Data Science: Python Data Processing and Visualization |
Course code | CM658-02-2025-C |
Objective | This course teaches students to deeply learn the NumPy and Pandas modules in Python and to master data visualization techniques. The content includes data structure processing, cleaning, transformation, and time series analysis. Through hands-on exercises, students will learn how to aggregate and process various types of data and create professional charts, highlighting valuable information within the data. The course covers multiple industry cases, such as hospitality, retail, and finance, ensuring that learning is applied to practice to quickly enhance work efficiency and professional standards. |
Content |
|
Assessment | In class performance, exercises and test. |
Target audience | Python developer, data analyst |
Prerequisite | Proficient in computer operation, familiar with linux is better; Have a foundation in Python programming or have completed course CM540; Able to read materials in English; Please check the self-assessment. |
Class size | 18 |
Instructor | Microsoft certified Trainer(MCT), Oracle Certifited Professional (OCP), a result-driven IT professional experienced in hardware & network troubleshooting. Certified in MCITP,CCNA, Oracle OCP and ITIL v3 qualification. Has been teaching for CPTTM since 2004. |
Handout | All training material provided by CPTTM |
Instruction language | Cantonese (supplemented with English) |
Handout language | Handouts in Chinese (supplemented with English terminology) |
Duration | 24 hours in 8 sessions |
Schedule | 10:00-13:00, from Feb 9, 2025 to Mar 30, 2025 every Sunday. |
Fee | MOP2,100 |
Venue | Cyber-Lab (Rua Comandante Mata Oliveira, Ed. Associacao Industrial, 3-andar Macau) |
Certificate | Certificate of Completion issued by CPTTM (with at least 80% attendance and passed the assessment) |
PDAC code | Approved Course under the SAR Government "Continuing Education Development Program", Code: 2407150066-0 |
Remark | Please check out our series courses if you are interested: |