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

Data Analytics and Machine Learning

The Singapore Workforce Skills Qualifications (WSQ) is a national credential system that trains, develops, assesses and certifies skills and competencies for the workforce. As a continuing education and training (CET) system, WSQ supports the SkillsFuture movement to:

  • Promote recognition of skills and competencies to facilitate progression, mastery and mobility;
  • Promote holistic development of the workforce through technical and generic skills and competencies;
  • Support economic development by professionalising skills and competencies to drive industry transformation, productivity and innovation efforts; and
  • Encourage lifelong learning.

Training programmes developed under the WSQ system are based on skills and competencies validated by employers, unions and professional bodies. This process ensures existing and emerging skills and competencies that are in demand are used to inform training and development under WSQ. With the roll out of the Skills Frameworks* in 2016, the WSQ adopts the skills and competencies covered in the Skills Frameworks. The WSQ programmes are funded and quality-assured by SkillsFuture Singapore, which awards the WSQ certifications.

For more information on WSQ and the eligibility, click here 

We are WSQ Accredited Training Organization (ATO) for Infocomm SkillsFramework. We offer a number of WSQ approved data analytics, machine learning, deep learning courses here.

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  • NICF - Python Fundamental Course for Beginners

    4 Review(s)
    Python is the most popular programming language in the world. Python is also the preferred programming for data science and machine learning. This 2 days WSQ Python course for beginners will teach your the fundamentals of Python Course Learning Outcomes After the end of this WSQ Python course, learners will be able to : LO1 - Install Python and IDE LO2 - Understand and code data types LO3 - Understand and code....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • NICF - Python Programming Intermediate Level Course

    Python is the most popular programming language used in data analytics and machine learning. Many people have acquired basic Python programming skill at the beginner level such as data types, control structures and functions. However, this basic skill level is insufficient for them to perform more complex data analytics or machine learning tasks that require higher level of Python programming skill such as object-ori....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • NICF - R Fundamental and Statistical Analysis for Beginners

    4 Review(s)
    R is a popular programming language for data analytics, statistical analysis and data visualisation. This two days WSQ R Fundamental and Statistical Analysis for Beginners 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 correlat....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • NICF – Basic Machine Learning with Scikit-Learn Course

    In Services 4.0, businesses will need to meet changing customer needs quickly, innovate and create new value in order to differentiate themselves from competitors beyond price. Emerging technologies will make it possible for businesses to automate repetitive tasks and achieve higher productivity. AI and Machine Learning are listed as one of key technologies for Services 4.0 vision. Scikit-Learn is the de facto ....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • NICF – Basic Deep Learning with Tensorflow Keras

    This basic course on Basic Deep Learning with Tensorflow Keras aims to equip learners with practical deep learning knowledge using an the popular deep learning framework – Tensorflow and Keras. Tensorflow, developed by Google, is a popular open source Deep Learning framework. Keras is a user friendly Tensorflow API that simplifies the coding for neural networks and deep learning. Kera allows one to build neura....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • NICF – Pattern Recognition with Deep Learning

    This course is not yet approved for WSQ funding This intermediate course is a follow up course from Basic Deep Learning with Tensorflow Keras. This WSQ course will focus on two common pattern recognition problems - image and text recognition. The topics are scaffolded such that the learner starts at the basic level and progressively move up the difficulty levels. This course starts by introducing to the learne....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • NICF – Data Visualisation with Tableau

    This course is not yet approved for WSQ funding Data visualization is the graphical representation of information and data. By using visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends, outliers, and patterns in data From connection through collaboration, Tableau is one of the most powerful, secure, and flexible end-to-end visualisation and ....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • Data Mining and Machine Learning with Orange

    This course is not yet approved for WSQ funding Data mining is the process of finding anomalies, patterns and correlations within large data sets to predict outcomes. Using a broad range of techniques such as statistics and machine learning , you can use this information to increase revenues, cut costs, improve customer relationships, reduce risks and more. Orange is a platform built for data mining, predictive ana....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

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