course-banner-img Data Analytics-3

Data Visualization with Python

Topic:Data Analytics & Visualisation, Others

Course Type:Short & Modular Courses

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Overview

  • Course Date:

    14 Mar 2019 to 16 Mar 2019
  • Registration Period:

    04 Jan 2019 to 05 Mar 2019
  • Time:

    08:00 AM to 08:00 AM
  • Mode of Training:

    Classroom
  • Venue:

    -
  • Funding:

    -

*Please note that once the maximum class size is reached, the online registration will be closed.
You may register your interest, and would be notified if there is new run.

Course Objective

The course aims to introduce participants to the data analytic and visualization workflow. Pandas and Seaborn will be used to perform statistical and visual analysis of data and incorporated into a Jupyter notebook. The course will emphasise on the skills needed in processing and understanding big data through visual analysis, the importance of reproducible research and communication and collaboration within data analytics teams.

Important Note: This course intake (SP-502069-230001) in Oct 2023 is only open to MINDEF.

Course Outline

Day 1
• Introduction to the pandas library
• Reading and cleaning data from online, databases and text file sources.
• Data manipulation and database related concepts
• Statistical analysis using aggregation functions in pandas.

Day 2
• Introduction to the Seaborn library.
• Understanding various principles of visualization
• Mastering the library commands to create high level visualizations.
• Reporting with Jupyter notebooks.

Minimum Requirements

Basic statistical knowledge

Certification / Accreditation


• Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate


• Certificate of Completion (electronic Certificate will be issued)
A Certificate of Completion will be awarded to participants who pass the assessment and meet at least 75% attendance rate

Suitable for

Data Engineer, Data analyst, Business Intelligence manager

Important Note: This course intake (SP-502069-230001) in Oct 2023 is only open to MINDEF.

Course Fees

The course fees payable above are inclusive of prevailing GST rate.

Applicants/Eligibility SkillsFuture Funding GST* Subsidised Fee (after GST)
Singapore Citizens aged 40 and above¹ $495.00 $14.85 $69.85
Singapore Citizens aged below 40 $385.00 $14.85 $179.85
Singapore Permanent Residents and LTVP+ Holders $385.00 $14.85 $179.85
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders² $495.00 $14.85 $69.85
Others (Full fees payable) $0.00 $49.50 $599.50

As per SSG’s policy, the GST payable for all funding-eligible applicants is calculated based on prevailing GST rate after baseline funding subsidy of 70%

Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.

¹ Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here
² Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information of the scheme, click here. To view SP’s list of similar funded courses, click here. Please submit the attached “Declaration Form for Enhanced Training Support Scheme for SME” together with your online application.


Funding Incentives

Please click here for more information on funding incentives.


Application Procedure

1. Application must be made through STEP. 

2. All successful applicants will be notified with a letter of confirmation via email.
 

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