| 2022 |
Data Visualization With Tableau |
This course aims to equip participants with the skills to easily create useful and interactive visualizations and dashboards for presentation and recommendations to stakeholders. They will learn how to achieve this using Tableau software. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/data-visualization-with-tableau |
| 2022 |
Fundamental Data Analysis Using Excel 2016 |
An understanding of how to apply most commonly used statistical and lookup functions.
The ability to gather data and organize the data for analysis in business.
Knowledge in chart generation and interpretation.
The ability to build dashboards using PivotTables and PivotCharts.
Skills in using Excel What-If Analysis and Data Analysis tools for generating different scenarios of business environment and aiding decision making. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/fundamental-data-analysis-using-excel-2016 |
| 2022 |
Benefits of Using Analytics for Start-Ups and SMEs |
The objective of this course is to provide an awareness of what are the capabilities that analytics provides and how those capabilities can be used in the SME context. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/benefits-of-using-analytics-for-start-ups-and-smes |
| 2022 |
Data Visualization with Python |
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 emphasize 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. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/data-visualization-with-python |
| 2022 |
Amazon Web Services Cloud Computing Architecture |
Cloud Computing Architecture is an AWS Academy curriculum designed to help students develop technical expertise in cloud computing and prepare them for the AWS Certified Solutions Architect �Associate certification exam. The curriculum is delivered through instructor-led classes, hands-on labs, and project work. Students have access to course manuals, online knowledge assessments, and hands-on labs. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/amazon-web-services-cloud-computing-architecture |
| 2022 |
Data Analytics for Industrial Applications |
To provide participants with the necessary data analytics skills to analyse industrial data. The participants will be able to:
1. Develop models for predictive analysis in the industrial environment.
2. Apply trained models on offline data.
3. Apply trained models on streaming data to generate automated alerts.�
4. Apply analytics to industrial data, e.g., manufacturing location analysis, warranty analysis and root cause analysis. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/open-for-register/data-analytics-for-industrial-applications |
| 2022 |
Essential Statistical Analysis |
This course aims to equip participants with basic understanding of the main statistical concepts using Excel and Minitab (Statistical Software systems). Participants will analyse and interpret sample datasets using Excel and Minitab applications to form insightful decisions and act as an informed consumer of data. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/essential-statistical-analysis |
| 2022 |
Visual Analytics using Power BI |
This course aims to equip participants with basic understanding of data, linking data tables, create data models, use simple and advance level functions i.e. DAX, calculated measures, calculated columns, filters etc. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/visual-analytics-using-power-bi |
| 2022 |
Analytics for Educators I |
This course is to enhance Educators� knowledge in quantitative analysis, salient and effective research methods and tools as they groom Leaders of the next generation. It seeks to address topics in quantitative research like prediction of students� test score, study of how effective new implements has been and as well, how to determine scales and measurements for psychometric analysis. This course also equipped Educators with the necessary skills and knowledge on how to distil factors affecting students� results and how to improve upon them. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/analytics-for-educators-i |
| 2022 |
Driving HR Innovation Through Design Thinking, HR Analytics and HR Technology (DHRI) |
Highlight the opportunities on how HR practitioners can use the data from HR Analytics to identify opportunities for HR Innovation. Use Design Thinking methodologies redesign an enhanced HR user experience. Advocate the use of HR Technologies. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/driving-hr-innovation-through-design-thinking-hr-analytics-and-hr-technology-(dhri) |
| 2022 |
Introduction to Predictive Analytics for Maintenance |
This is a basic course in Predictive Analytics for Maintenance. The course aims to equip the participant with the following:
1) An appreciation of statistical concepts that underpin Predictive Maintenance ideas
2) An understanding of simple statistical process monitoring techniques used in tracking developments of critical measurements
3) An understanding of Correlation and Simple Regression Analysis used in degradation data monitoring / modelling
4) Simple ideas in failure time modelling that is useful in scheduling of preventive maintenance activities. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/introduction-to-predictive-analytics-for-maintenance |
| 2022 |
Introduction to Data Analytics and Applications |
The objective of this course is to equip participants with the knowledge of data analytics and various tools of data wrangling, data visualisation and data analytics. Participants will also be able to apply these analysis tools in supervised/unsupervised domain to design and develop their future intelligent systems. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/introduction-to-data-analytics-and-applications |
| 2022 |
Nonparametric Statistics |
This course aims to equip participants with essential understanding of the main statistical concepts in nonparametric statistics. The course helps participants to appreciate and understand a broad spectrum of concepts and techniques used in nonparametric statistical analysis, particularly needed by clinical scientists, researchers and those involved in data analysis in health sciences industry. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/nonparametric-statistics |
| 2022 |
Fundamentals of Applied Quantitative Data Analytics using R |
This course aims to equip participants with the skillsets to analyse data using graphical visualisation and quantitative methods in R platform. Participants will be able to apply the learnt skillsets to analyse data collated in their course of work, and present their analysis incorporating graphical plots, detailed explanation, and R codes. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/fundamentals-of-applied-quantitative-data-analytics-using-r |
| 2022 |
Storytelling for Factual and Entertainment Programmes |
Participants will learn the basics of storytelling for the various genres across Factual and Entertainment programmes, as well as the fundamentals of research and writing. |
NA |
| 2022 |
Predictive Analytics |
This course equips participants to carry out exploratory data analysis with the objective of gaining insights to understand and prepare data for predictive modelling which is an essential skill that adds value to any business. Participants will be introduced to some of the most widely used predictive modelling and data analysis techniques and their core principles. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/predictive-analytics |
| 2022 |
Big Data Analytics |
This course introduces participants to the key areas of the performing analytics on any size of data and how different tools and approaches enable organisations to perform Big Data Analytics. Participants will develop skills and a perspective that will make them more productive, faster and allow to become valuable assets to their organisation that can benefit from intelligent analytics. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/big-data-analytics |
| 2022 |
Fundamentals of Data Analytics |
This course teaches participants on the key areas of analytical process, including how data is created, stored, accessed, and how an organization works with data and processes data to enable effective and useful analytics. Participants will develop skills and a perspective that will make them more productive, faster and allow them to become valuable assets to their organisation that can benefit from intelligent analytics. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/fundamentals-of-data-analytics |
| 2022 |
Statistics and Data Analysis |
This course helps participants understand the role that variability plays in drawing conclusions based on data. Participants will develop a crucial understanding of variability through its focus on the data analysis process. Participants will develop skills and a perspective that will make them more productive, faster and allow to become valuable assets to their organisation that can benefit from intelligent judgements and informed decisions.
|
https://www.sp.edu.sg/pace/courses/course-type/short-modular/statistics-and-data-analysis |
| 2022 |
Data Engineering for effective Data Analytics |
This course enables participants to learn about database concepts, and architectural design patterns necessary for building data warehousing solutions. In addition, they will also learn the best practices and methodologies in data acquisition, integration, effective storage and transformation of data for analytical purposes and downstream applications |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/data-engineering-for-effective-data-analytics |
| 2022 |
Analytics and Computational Modelling |
This course equips participants with the ability to identify and utilise appropriate advanced statistical, machine learning, computational algorithms and data models to test hypotheses and derive patterns or solutions. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/analytics-and-computational-modelling |
| 2022 |
Business Needs Analysis � a Data-Driven Approach |
This course enables participants to conduct a thorough, meaningful, and actionable business needs analysis using Data Analytics skills thus enabling successful Data and Analytics initiatives |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/business-needs-analysis-a-data-driven-approach |
| 2022 |
Data Visualization with Qlik |
This course enables participants to understand how data visualisation can aid data analysis to gain insights more effectively. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/data-visualization-with-qlik |
| 2022 |
Strategies for Effective Data and Information Management |
This course enables participants to understand the drivers and benefits of good data management, and provide an overview of people, processes and technology needed to get started on Data Strategy and Data Management. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/strategies-for-effective-data-and-information-management |
| 2022 |
Data Wrangling, Analysis and Visualisation |
This course aims to equip participants with the skills to clean data, perform simple analysis and create useful and interactive visualizations and dashboards for presentation and recommendations to stakeholders. Participants will learn how to achieve this using Excel and Tableau software. |
https://www.sp.edu.sg/pace/courses/course-type/short-modular/data-wrangling-analysis-and-visualisation |