Participants will acquire the skills related to the implementation of unsupervised learning algorithms such as k-means clustering and other analytical methods such as correlation analysis and association rules to derive insights from their data.
DurationBig data generates a lot of opportunities for business leaders to make better decisions. However, interpreting data from various data is not a piece of common knowledge for most of the business professional.
How can we leverage on the data for making the optimal marketing decision? How to increase operational efficiency? How to maximize business revenue?
Participants will acquire knowledge on a practical framework including data analytic life cycle from how to select, use and turn the data into a useful analysis.
Besides that, participants will be equipped with practical skills to implement predictive modelling using various data analysis methods such as linear regression model, logistic regression models and decision trees.
Participants will also acquire the skills related to the implementation of unsupervised learning algorithms such as k-means clustering and other analytical methods such as correlation analysis and association rules to derive insights from their data.
Pre-Requisites
Participants are recommended to have some basic programming knowledge in any languages.
GICT Training & Certification
"We are a pioneer in offering open source technology based (and vendor neutral) certification program."
We are a pioneer in offering open source technology based (and vendor neutral) certification program in the areas of AI/Machine Learning, Big Data/Data Science, Cloud Computing and Internet of Things (IoT).
These programs are offered through its Authorized Training Providers (ATP) worldwide. In Singapore, GICT Training programs are mapped to the Skills Framework (SF).
GICT is accredited by the Institute of Banking and Finance (IBF) as an IBF-STS Accredited Training Provider.
In Malaysia, GICT programs are endorsed and supported by MDEC and is offered through its ATP network which includes Mnosys Sdn Bhd (Penang), Info-Trek IT Training Services and Iverson Associates Sdn Bhd. In Vietnam through, BACH KHOA HA NOI (BKACAD – the ICT training arm of the Hanoi University of Science and Technology).
Professor the Hon Stephen Martin
BA (ANU), MA (Alberta), MTCP (SYD), Dip ED (UNSW), PhD (UOW)
Former Speaker of Parliament, Australia Chairman, Bank of China (Australia) Ltd
“The world we live in today is significantly different from what it was 5 or 10 years ago and the pace of change continues to rapidly increase. Technology driven by digitization has unravelled new paradigms including in the fields of education, research and publications.
Since inception in 2008, GICT has dedicated itself to promoting research and development as well as Training and Certification in ICT.
GICT has been a pioneer in developing leading edge content based on Open Source Technologies in the areas of Cloud Computing, Business Analytics/Big Data, Data Science, Internet of Things, Machine Learning/AI.
These courses are funded by the Infocommunication Media Development Authority of Singapore (IMDA) for all participants who are Singaporean and is mapped to the National Infocommunication Competency Framework (NICF).
Today, GICT’s ICT Certification programs are offered in the region through its partner network. These programs are offered both in the classroom as well as on-line and have trained and certified thousands of IT professionals over the last decade.
I invite you to explore the various academic, research publication activities as well as the ICT training and certification programs offered by GICT.”
This R programming course in Singapore forms an ideal package for aspiring data analysts aspiring to build a successful career in analytics/data science.
Today, the word's data is growing at an astonishing rate. It is said that the world's most valuable resource is no longer "oil", but "data". More and more, we see forward-looking corporates harvesting and analysing large complex datasets to improve competitiveness.
This course is for experienced R users who want to apply their existing skills and extend them to the SAS environment. Emphasis is placed on programming and not statistical theory or interpretation.
R programming language is a free, open-source software used for all kinds of data science, statistics, and visualization projects. R analytics is powerful, versatile, and able to be integrated into BI platforms, to get the most out of business-critical data.
RÂ is a very popular, open source environment for statistical computing, data analytics and graphics. This course introduces R programming language to students.
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