| Title | Data Science: Statistical analysis of data with Python |
| Course code | CM609-07-2023-C |
| Objective | Python is a very popular programming language currently, it comes with a large number of powerful statistical libraries, which make it has a significant advantage in complex data analysis. This course will introduce and use python to practice the concepts and methods of basic statistical analysis, teach students the rigorous process of data statistics, and help students master professional data analysis tools. |
| Content |
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| 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; Familiarity with statistical concepts is better; Able to read materials in English; Please check the self-assessment. |
| Class size | 18 Full |
| 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 | 18:45-21:45, Jul 5, 2023 (Wednesday), and Jul 13, 2023 (Thursday), and from Jul 19, 2023 to Aug 3, 2023 every Wednesday, Thursday. |
| Fee | MOP2,720 |
| 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: 2304110142-0 |