Check out our list of courses available to learn more about data analytics
Wondering how you can kick start your data analytics journey? Check out relevant courses that you can take to gain more knowledge on data analytics!
| Courses | Data Dimension Mapping | Synopsis | Training Provider | Website Links |
| Analytics for Enterprises | Data Analytics Application and Technology Data Literacy |
This 2-day programme provides a hands-on overview of analytics that demonstrates how companies and managers use data-driven analysis and prediction as part of their decision-making process, leading to better business outcomes. Introduction to Analytics |
Ngee Ann Polytechnic | https://www.cet.np.edu.sg/courses/analytics-for-enterprises/ |
| Analytics for the Hospitality Industry | Data Analytics Application and Technology Data Literacy |
Are you ready to tap into the potential and insights that customer satisfaction analytical tools can offer? You will learn about the importance of collecting information that determines the level of customer satisfaction through survey questionnaires. You will also learn how to calculate the Customer Satisfaction (C-Sat) and Net Promoter Score (NPS) and use the data to enhance your company’s hospitality standards. |
Republic Polytechnic | https://www.rp.edu.sg/ace/short-course/Detail/analytics-for-the-hospitality-industry/ |
| Analytics in Industry 4.0 | Data Analytics Application and Technology Data Literacy |
This course is designed to equip participants with the basic knowledge of analytics technologies behind the digital intelligence and pervasive computing extending from factories all the way to homes and offices in order to leverage the power of Industry 4.0 and the Smart Economy. | National University of Singapore School of Continuing and Lifelong Education |
https://www.stat.nus.edu.sg/analytics-in-industry-4-0/ |
| Basic Business Analytics @ Work | Data Analytics Application and Technology Data Literacy |
This workshop provides a jumpstart to Business Analytics. You will learn the importance of analytics, get hands-on experience in handling data, as well as learn to create interactive dashboards. This workshop will also showcase the potential and possibilities of doing more with advanced business analytics skills. | Temasek Polytechnic | https://www.tp.edu.sg/schools-and-courses/adult-learners/all-courses/skillsfuture-series/exe-basicbusinessanalytics.html |
| Basic Statistical Methods & Data Presentation |
Data Analytics Application and Technology | This short course focuses on preliminary testing on data prior to further analysis by using basic statistical methods. Contents include data for normal distribution, detection of outliers, mean comparisons and relationship between 2 variables. Knowledge and skills essentials for data presentation will also be covered. | Ngee Ann Polytechnic | https://www.np.edu.sg/lifelonglearning/Pages/basic-statistical-methods-and-data-presentation.aspx |
| Benefits of using Analytics for Start-ups and SMEs | Data Literacy | Competitive pressures for an SME make it imperative that efficiency and adaptation to the environment are important. With the variety and multitude of data sources growing by the day, analytics is an emerging field that has extensive applications in large organizations. This course focusses on answering how the emerging analytics field can be adopted by start-ups and SMEs to improve efficiencies at their smaller organizations. | Singapore Polytechnic | https://www-sp-edu-sg-admin.cwp.sg/pace/courses/course-type/short-modular/open-for-roi/benefits-of-using-analytics-for-start-ups-and-smes |
| Big Data Analytics | Data Driven Culture Data Literacy |
Big Data Analytics helps to unravel customer preferences, business trends and hidden patterns by forming logical correlations which allows organisations and individuals to make informed decisions. Techniques of Big Data Analytics are applied in all functional areas within organizations including areas such as customer service, accounting, finance, human resource management, marketing, operations, and strategic planning. Analysing Big Data is the key to reveal important insights from enormous datasets which are massive, complex, and diverse in nature. | Singapore Polytechnic | https://www.sp.edu.sg/pace/courses/course-type/short-modular/open-for-register/big-data-analytics |
| Certified Digital Transformation Professional (CDTP) | Data Driven Culture Data Literacy |
Acquire advanced knowledge and strategies required to lead and manage digital transformation in an organization. Learn how to design a Digital Transformation Framework based on your organizations specific requirements. |
Casugol | http://www.casugol.com/cdtp Use Promo code: STBCDC to attend this course at SGD$180 nett |
| CoC in Data Analytics Using Microsoft Excel | Data Analytics Application and Technology Data Literacy |
Participants will be equipped with the necessary skills to perform data cleaning, data analysis and data visualization using Microsoft Excel to gain insights for management reporting and decision making. | Institute of Technical Education | https://www.ite.edu.sg/courses/part-time-courses/skillsfuture-series-certificate-of-competency |
| CoC in Data Visualisation (Power BI) for Professional | Data Analytics Application and Technology Data Literacy |
This course equips learners with the knowledge and skills to create data visualisation using Power BI for intermediate level users. | Institute of Technical Education | https://www.ite.edu.sg/courses/part-time-courses/skillsfuture-series-certificate-of-competency |
| CoC in Fundamentals of Data Visualisation using Power BI | Data Analytics Application and Technology Data Literacy |
Participants will be equipped with the fundamental competencies in data visualisation using Power BI to present insights from big data for data analytics. | Institute of Technical Education | https://www.ite.edu.sg/courses/part-time-courses/skillsfuture-series-certificate-of-competency |
| CoC in Fundamentals of Data Visualisation using Tableau | Data Analytics Application and Technology Data Literacy |
This course will equip participants with the knowledge to use industry software tools (Tableau) to import data and create data visuals in order to make informed decisions. | Institute of Technical Education | https://www.ite.edu.sg/courses/part-time-courses/skillsfuture-series-certificate-of-competency |
| CoC in Python Programming with Excel Automation | Data Analytics Application and Technology Data Literacy |
Participants will gain knowledge to speed up data processing and data visualization using Python and Excel. | Institute of Technical Education | https://www.ite.edu.sg/courses/part-time-courses/skillsfuture-series-certificate-of-competency |
| Data Analytics Begins With Me | Data Analytics Application and Technology Data Literacy |
The programme provides the participant with the knowledge and skills to participate in the organisation’s data analytics process without any coding requirements. We will cover basic concepts of data analysis, processing of data, and visualization of raw data and processed data to gain insights, followed by building simple models for classification and prediction. The participant will also learn to use the free and open source data analytics tool – Orange – a powerful and popular Python-based data analytics tool. Orange has a point-click-drag-and-drop GUI, no programming is required. |
National University of Singapore School of Continuing and Lifelong Education |
https://inetapps.nus.edu.sg/SACS/LifeLongLearning/CourseDetails/FOS-DABWM_TGS-2020506065/ |
| Data Analytics and Visualisation Begins With Me | Data Analytics Application and Technology Data Literacy |
Data literacy as defined by MIT is the ‘ability to read, work with, analyse and argue with data’. It is a set of core essential skills everyone in an organisation needs to use data effectively in their day-to-day activities and for decision-making. Used in the right way, data can help every employee achieve their objectives, perform their job better and contribute to overall company performance. Employees who are data literate will also understand how to handle data appropriately, which will reduce the number of data breaches. Managers have to lead their organisations by setting the direction and the strategies on how data can be applied in the various parts of the organisation. This course is designed for all professionals to gain the fundamental skills to understand and work with data for the organisation. Pre-requisite: Knowledge of fundamental statistics and mathematics |
National University of Singapore School of Continuing and Lifelong Education |
https://scale.nus.edu.sg/programmes/executive-courses/data-analytics/data-analytics-and-visualisation-begins-with-me |
| Data Analytics Essentials (DAE) | Data Analytics Application and Technology Data Literacy |
Acquire the essential knowledge on how to use data analytics to make better business or organisational decisions. Learn the different components of Data Analytics, Data Mining, Data Warehousing and Visualization using Python |
Casugol |
Use Promo code: STBCDC to attend this course at SGD$180 nett |
| Data Science Essentials | Data Analytics Application and Technology | This course covers the fundamental skills needed to kick-start a data science project by using an open-source programming language. It focuses on how to read, explore, manipulate data and present data using the right visualisations. There will be guided programming and participants will learn how to perform data exploration and analysis techniques to discover new knowledge from data to aid data-driven decisions in an intelligent and informed way. | Temasek Polytechnic | https://www.tp.edu.sg/schools-and-courses/adult-learners/all-courses/skillsfuture-series/data-science-essentials.html#who-should-attend |
| Data Storytelling | Data Analytics Application and Technology Data Literacy |
In this workshop, participants will learn to communicate data findings, tailored to a target audience, by connecting the dots using compelling narratives and visuals such as storyboarding and visual aesthetics. This will hopefully make it easier for the audience to catch on the significant message behind the data, help them make more timely and effective decisions, and hence, have a positive impact on the business. | Temasek Polytechnic | https://www.tp.edu.sg/schools-and-courses/adult-learners/all-courses/skillsfuture-series/data-storytelling.html#who-should-attend |
| Data Visualisation | Data Analytics Application and Technology Data Literacy |
This course covers the knowledge and best practices of data visualisation using a commercial visualisation software. It focuses on the skills needed to analyse, visualise and present data. Participants will learn how to create simple to complex charts and graphs and how to present these visualisations through interactive dashboards to support decision making. There will be hands-on activities to reinforce the skills and knowledge attained. | Temasek Polytechnic | https://www.tp.edu.sg/schools-and-courses/adult-learners/all-courses/skillsfuture-series/data-visualisation.html |
| Essentials of Google Analytics | Data Literacy Data Analytics Application and Technology |
This course provides an introduction to the application of Google Analytics to businesses and helps in the analysis of business performance through Google Analytics tools. This course aims to allow participants to understand the full capabilities of the Google Analytics platform. Participants will learn how to incorporate Google Analytics on their websites and analyse the collected data to support the digital marketing campaign(s) of their organisations. |
Singapore Polytechnic | https://www.sp.edu.sg/pace/courses/course-type/short-modular/open-for-roi/essentials-of-google-analytics |
| Fundamentals of Data Analytics | Data Literacy | One of the key industries where data analytic skills are important is the Banking & Finance Industry. However, such skills also relevant to other industries such as Healthcare, Manufacturing, Infocomm Technology and Transportation where such skills and knowledge are required to make logical correlations and informed decisions. This course provides an opportunity to not only gain theoretical knowledge in data analytics, but also exposure participants to business perspectives and learn the best industry practices. | Singapore Polytechnic | https://www.sp.edu.sg/pace/courses/course-type/short-modular/open-for-roi/fundamentals-of-data-analytics |
| Hospitality Industry Analytics | Data Analytics Application and Technology Data Literacy |
Participants will learn to interpret key hotel analytics by calculation of various performance metrics and analyse hotel revenue management by applying basic techniques employed in the property level benchmarking and hotel industry performance reports. | Nanyang Polytechnic | https://eservices.nyp.edu.sg/alls/course/cseDetails.jsp?id=CB1254 |
| ICDL Data Analytics | Data Analytics Application and Technology | As we continue to adopt the use of technology in our everyday life, large sets of data are also being generated exponentially for our use, especially in the workplace. The demand for skills in data analytic helps businesses identify market trends and opportunities; helping to increase business performance. Data Analytics Foundational introduces essential topics including Key Concepts and Statistical Analysis, Data Set Preparation, Data Set Summarization and Data Visualization. | NTUC Learning Hub | https://www.ntuclearninghub.com/course/icdl-data-analytics/ |
| Introduction to Data Analytics and Applications | Data Analytics Application and Technology | 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 to their data when designing and developing their future intelligent systems. | Singapore Polytechnic | https://www.sp.edu.sg/pace/courses/course-type/short-modular/open-for-roi/introduction-to-data-analytics-and-applications |
| Introduction to Quantitative Data Analysis and Visualization | Data Analytics Application and Technology | Data handling, analysis and visualization are critical skills that are necessary in managing the challenges in a variety of modern-day data-driven businesses. In today's era of big data where the computers and networks are everywhere and business processes may be translated to data, this means that data manipulation, analysis and visualization skills are much needed to make insightful decisions. Knowledge in data analysis and visualization provides one with the necessary skills that form the basis for deeper quantitative reasoning needed for data and predictive analytics work. | Singapore Polytechnic | https://www.sp.edu.sg/pace/courses/course-type/short-modular/open-for-register/introduction-to-quantitative-data-analysis-and-visualization |
| Making Fast Decisions with Business Analytics | Data Analytics Application and Technology Data Literacy |
Through activities and exploration of case studies, the participants will learn how actionable intelligence works and begin to apply tools, methods, processes and mindsets to their professional workplace. Achieving the dream that business intelligence practitioners have been chasing since the concept itself came into being. Leveraging big data, the module provides expert guidance on the essential first steps a company needs to take in order to develop an analytical ecosystem to effectively manage the internal and external information to deliver business results fast. | National University of Singapore School of Continuing and Lifelong Education |
https://stmi.nus.edu.sg/event/making-fast-decisions-with-business-analytics/ |
| Predictive Analytics for Business Users | Data Analytics Application and Technology Data Literacy |
This course covers the concepts, methodology, and techniques needed to provide an end-to-end analytics solution. Preparation of raw data into “analytics-ready” data will be covered. Popular techniques such as supervised and unsupervised learning will be introduced. Participants will learn to use a user-friendly, GUI-based process flow designing tool to automate the entire analytics lifecycle. | Temasek Polytechnic | https://www.tp.edu.sg/schools-and-courses/adult-learners/all-courses/skillsfuture-series/predictive-analytics-for-business-users.html |
| Python Programming Essentials (PPE) | Data Analytics Application and Technology | Acquiring the essential knowledge and skills required to begin Python Programming. Learn how to start developing applications in Python Programming through extensive practical / hands-on sessions. |
Casugol |
Use Promo code: STBCDC to attend this course at SGD$180 nett |
| Smart Analytics for Startups & Businesses – Excel Track |
Data Analytics Application and Technology | This course is tailored to enable participants a hands-on experience on how to use a variety of MS Excel functions and features to perform business data analysis and gathering insights. Participants will learn commonly used intermediate and advanced functions & features for greater efficiency and supporting decision-making in workplace, business or personal needs. | Ngee Ann Polytechnic | https://www.np.edu.sg/lifelonglearning/Pages/Smart-Analytics-for-Startups-and-Businesses.aspx |
| Statistical Methods for Applied Data Analysis | Data Analytics Application and Technology | This short course includes hands-on practice sessions that focus on data collection, analysis, and interpretation using statistical tools of Microsoft Excel and SPSS. After completing this course participants should be able to: - Perform comprehensive data analysis using statistical packages in MS Excel and SPSS (inferential statistics and cluster analysis) - Perform statistical analysis to study the relationship between x and y variables |
Ngee Ann Polytechnic | https://www.cet.np.edu.sg/courses/statistical-methods-for-applied-data-analysis/ |
| Tableau Desktop I: Fundamentals | Data Analytics Application and Technology | Build a solid foundation in Tableau. This course is for anyone who works with data, regardless of technical or analytical backgrounds. You’ll learn how to navigate the product and examine core concepts and techniques in Tableau. Move from creating visualisations to combining them in interactive dashboards. | NTUC Learning Hub | https://www.ntuclearninghub.com/course/tableau-desktop-i-fundamentals/ |
