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Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

R

We offer a number of instructor-guided R programming, R statistics ,R machine learning courses in Singapore

You can apply SkillsFuture Credit and WDA subsidy for those SkillsFuture and WDA approved courses. All courses are PIC claimable

15 Item(s)

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  • R Statistics Essential Training

    42 Review(s)
    R is a popular programming language for data analytics, statistical analysis and data visualisation. This R statistics essential course will show you how to use R to model statistical relationships using graphs, calculations, tests, and other analysis tools. Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, bivariate as....
    $298.00 (GST-exclusive)

  • Apache Spark with R Training

    Apache Spark is an open-source cluster-computing framework overtaking the old MapReduce paradigm which is strictly disk-based. Spark uses memory and can use disk for processing which makes it 100x faster for large-scale SQL, batch processing, stream processing and machine learning. This course shows how to use R sparklyr package to query, visualize and perform data analysis & machine learning on your data. After ....
    $298.00 (GST-exclusive)

  • Apache Impala with R Training

    Apache Impala is an open source massively parallel processing SQL query engine for Apache Hadoop. The result is order-of-magnitude faster performance than Hive, depending on the type of query and configuration. Apache Impala provides a familiar and unified platform for batch-oriented or real-time queries. This course shows how to use R tidyverse package and Impala to query, visualize and perform statistical analysis ....
    $298.00 (GST-exclusive)

  • Time Series Forecasting in R

    Time series are all around us, from server logs, marketing and sales to high-frequency financial data. Time series analysis involves analyzing the available data to o quantitatively monitor, describe, explain, and find out the pattern or trend in the data to predict some future values. Business forecasts can be based on historical data patterns that are used to understand the past and predict future market behavior, ....
    $298.00 (GST-exclusive)

  • Advanced R Data Analysis Training

    20 Review(s)
    This is an extension of the R Statistics Essential Training. R is a software package that provides a language and an environment for data manipulation and statistics calculation. This course will go through some advanced data analysis concepts techniques such as data extraction, data pre processing, data visualization, data modeling and finally data presentation Topics include: qqplots for data visualization dow....
    $298.00 (GST-exclusive)

  • Data Visualisation with R Training

    6 Review(s)
    ggplot2 is a powerful data visualization package for the statistical programming language R. It is part of the tidyverse data processing package in R. ggplot2 works seemlessly with tidyverse. ggplot2 can be used to plot simple to complex visualization. ggmap is another powerful geospatial package for R. It can extract static Map from Google Map API and geospatial information from Google Geocoding API. ggmap works wi....
    $298.00 (GST-exclusive)

  • Interactive Web Apps Presentation Using Shiny & R

    The Interactive Web Apps and Presentation Using Shiny and R will show you how to create interactive presentations of large data sets with R, RStudio, and Shiny, an R-based tool for producing interactive, web-ready data visualizations. Learn why these tools are important to data scientists, how to configure and install them, and how to use them to make your findings more clear and engaging.  The topics include: ....
    $298.00 (GST-exclusive)

  • R Machine Learning Training

    12 Review(s)
    This R machine learning training course will teach you how how to use R to apply powerful machine learning methods and gain an insight into real-world applications. Topics include: R machine learning Supervised and Unsupervised Learning methods Classifications Regression Clustering Neural Networks After your registered for the course, you can apply SSG grants below Click here to apply SkillsFuture Credi....
    $298.00 (GST-exclusive)

  • Deep Learning with R

    Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications. This c....
    $298.00 (GST-exclusive)

  • Text Mining with R

    6 Review(s)
    It is estimated that over 70% of potentially useable business information is unstructured, often in the form of text data. Text mining provides a collection of techniques that allow us to derive actionable insights from these data. This course will show you the various tools and major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making....
    $298.00 (GST-exclusive)

  • Data Mining with R Rattle Training

    R continues to be the platform of choice for the data scientist. Rattle is an open source GUI for data mining and is used widely for Machine Learning and Data Mining by Data Scientists. Rattle allows for a easy point an click interface which provides easy access to build analytical models and draw useful inferences from them. Paticipants will discover the basic concepts of data mining and machine learning a....
    $298.00 (GST-exclusive)

  • Social Media Analysis using R

    The Social Network Analysis Using R course show you how to visualize and analyze data from a social network like Twitter or Facebook with the text-based statistical language, The topics include: Formatting data Creating network graphs Measuring connectedness and betweenness of points Visualizing a network Analayzing Twitter, Facebook, Google Plus and Youtube data After your registered for the course, you....
    $298.00 (GST-exclusive)

  • Statistical Analysis with R Commander

    2 Review(s)
    R continues to be the platform of choice for the data scientist.  R Commander together with its plug-ins is perhaps the most viable R-alternative to commercial statistical packages like SPSS. R Commander does many of the simple statistical tests and many higher-level statistics and models and most of the analyses that most researchers need. This course includes: Installing R commander with it's plugins ....
    $298.00 (GST-exclusive)

  • R Bioconductor Training for Bioinformatics

    2 Review(s)
    Bioconductor is a free, open source and open development software project for the analysis and comprehension of genomic data generated by wet lab experiments in molecular biology. Bioconductor is based primarily on the statistical R programming language, This course will cover: Sequencing Using Bioconductor Extract Data from NCBI Databases in Bioconductor DNS Microarray After your registered for the ....
    $298.00 (GST-exclusive)

  • Full R Bioconductor Training

    Bioconductor is a free, open source and open development software project for the analysis and comprehension of genomic data generated by wet lab experiments in molecular biology. Bioconductor is based primarily on the statistical R programming language, This 2 days full R Biocondcutor course will cover: DNA Blast Sequencing Using Bioconductor Extract Data from NCBI Databases in Bioconductor Microarray A....
    $498.00 (GST-exclusive)

15 Item(s)

per page