Course Information
DATA MANIPULATION WITH PYTHON
- Write and apply nested functions, anonymous functions and recursive functions
- Use NUMPY to carry out simple mathematical and statistical operation of matrices of data
- Use PANDAS to carry out simple data extraction and manipulation operations
- Upload projects into GitHub as a code repository for versioning, publishing and working with multiple parties
You may also join our interest mailing list for updates on future runs of this course or other similar courses.
Learning Outcomes
- Write and apply nested functions, anonymous functions and recursive functions
- Use NUMPY to carry out simple mathematical and statistical operation of matrices of data
- Use PANDAS to carry out simple data extraction and manipulation operations
- Upload projects into GitHub as a code repository for versioning, publishing and working with multiple parties
Course
Schedule
Course Date: TBC
Application Period: TBC
Duration: 3 days
Time: 9am to 6pm
Delivery Mode: Synchronous e-Learning
Venue: Online
Ngee Ann Polytechnic reserves the right to reschedule / cancel any programme, modify the fees and amend information without prior notice.
Lesson Plan
- Advanced Functions such as function objects, recursive functions
- NUMPY, library for advanced mathematical and scientific functions
- PANDAS, library for data manipulation and analysis
- Working with GitHub – repositories, commits, pull, branches etc
Certification
In-class assessments.
A Certificate of Performance will be awarded to participants who achieve at least 75% attendance and pass all required assessment(s).
A Certificate of Participation will be awarded to participants who meet the 75% attendance requirement but did not pass all required assessment(s).
Entry Requirements
- Applicants should be conversant with basic IT skills and have basic programming experience
- Applicants should preferably have passed GCE ‘O’ Levels course of study
Course Fees
Funding period for this course is from 29 Jun 2021 to 30 Sep 2024.
SkillsFuture Credit
All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website to choose from the courses available on the Training Exchange course directory.
Union Training Assistance Programme (UTAP)
NTUC members enjoy 50% unfunded course fee support for up to $250 each year (or up to $500 for NTUC members aged 40 years old and above) when you sign up for courses supported under UTAP (Union Training Assistance Programme). Please visit e2i’s website to find out more.
Enhanced training support for SMEs
For enhanced training support for SMEs, enter SME in the promo code during course application.
Long Term Visit Pass Plus (LTVP+) holders, please furnish the following documents to the course administrator to qualify for SSG funding:
Self-sponsored learner (**LTVP+): Copy of your green visit pass card, with the word ‘PLUS’ on the back of the card.
Co-sponsored learner (##LTVP+): Copy of valid and current Letter of Consent (LOC) from MOM
GST Increment in 2024
Please note that the GST rate will be revised to 9% with effect from 1 Jan 2024, as such any payable course fees will be subjected to the new GST rate adjustments in 2024.
Note:
- The fees below are determined based on prevailing funding policies and subject to review and revision.
- Please refer to our FAQs for more information.
Ngee Ann Polytechnic reserves the right to reschedule/cancel any programme, modify the fees and amend information without prior notice.
| Applicants / Eligibility | Fees |
|---|---|
| Full course fee | $2398.00 |
| Singaporeans aged below 40 qualified for SkillsFuture Funding | $719.40 |
| Singaporeans aged 40 & above qualified for SkillsFuture Mid-Career Enhanced Subsidy | $279.40 |
| Singaporeans qualified for Enhanced Training Support for SMEs | $279.40 |
| Singapore Permanent Residents & **LTVP+ qualified for SkillsFuture Funding | $719.40 |
| Singapore Permanent Residents & ##LTVP+ qualified for Enhanced Training Support for SMEs | $279.40 |
| Others (and Repeat Students) | $2398.00 |