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Instructor-Led Classroom Adult Training in Singapore - Learn New Skills to Enhance Your Employability from our SkillsFuture Courses

Machine Learning

We offer a number of Deep Learning and Machine Learning (ML) and Deep SkillsFuture Courses in Singapore - Tensorflow, Pytorch, Keras, TFLearn, Sckit Learn, R Machine Learning, Weka, Orange, Python Machine Learning, NLTK

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

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  • Deep Learning and Machine Learning with TensorFlow

    16 Review(s)
    Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data. TensorFlow is one of the newest and most comprehensive libraries for implementing deep learning. This course will show you how to build deep learning applications using Tensorflow. The topics include ....
    $498.00

  • Deep Learning with Keras

    Keras is a popular high level programming framework for deep learning that simplifies the process of building deep learning applications. Instead of coding in low level TensorFlow and provide all the details, Keras provides a simplified programming interface wrapper over Tensorflow. In this course, you will learn how use Keras for deep learning and machine learning,  CNN, RNN, and explore many powerful pre-train....
    $298.00

  • Deep Learning with PyTorch

    2 Review(s)
    Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will let you build AI systems that just weren't possible a few years ago.This course will show you how to build deep learning applications using Pytorch. The topics include Installing Pytorch Math Operations with Pytorch Neural Networks with ....
    $498.00

  • Python Machine Learning with Scikit Learn Training

    8 Review(s)
    This training aims to equip you with basic machine learning knowledge using Python scikit-learn package such as regression, classification, clustering, decision trees and neural networks. The topics include: Supervised Learning Classification Linear regression Unsupervised Learning Clustering Principal Component Analysis (PCA) Decision Tree Basics of Neural Network SSG WSG SkillsConnect WDA Absentee Pay....
    $298.00

  • Machine Learning on Raspberry Pi with Tensorflow

    Tensorflow is a popular Artificial Intelligence framework for building Deep Neural Network (DNN) and Convolutional Neural Network (CNN) for computer vision. Raspberry Pi is a popular credit card size computer with Linux based operating system and can be mounted with camera. The application of Tensorflow on Raspberry Pi has produced a suite of machine learning and computer vision applications on Raspberry Pi. This cou....
    $298.00

  • Generative Adversarial Networks (GAN) Course for Beginners

    Generative models are gaining a lot of popularity recently among data scientists, mainly because they facilitate the building of AI systems that consume raw data from a source and automatically builds an understanding of it. Unlike supervised learning methods, generative models do not require labelled data. Generative adversarial networks (GANs) are a special class of generative models introduced by Ian Goodfellow i....
    $298.00

  • Deep Reinforcement Learning for Beginners

    Reinforcement Learning is a type of machine learning that allows machines and software agents to act smart and automatically detect the ideal behavior within a specific environment, in order to maximize its performance and productivity. Reinforcement Learning is becoming popular because it not only serves as an way to study how machine and software agents learn to act, it is also been used as a tool for constructing ....
    $298.00

  • Advanced Computer Vision with TensorFlow Keras

    TensorFlow has been gaining immense popularity among the mahcine learning and artificial intelligence community due to its power. Keras is a very popular high level Tensorflow API due to its simplicity to use. This course will help you leverage the power of TensorFlow and Kears to perform advanced image processing and object detection.  You will implement multiple state-of-the-art computer vison algorith from s....
    $498.00

  • Natural Language Processing with Python NLTK Training

    The Natural Language Toolkit, or more commonly NLTK, is a suite of libraries and programs for symbolic and statistical natural language processing (NLP) for English written in the Python programming language. NLTK is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text p....
    $298.00

  • Machine Learning with Apache Spark

    1 Review(s)
    Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. Machine Learning algorithms comb through data and identify patterns that are too complex to be discerned by the human mind. These patterns can then be used for decision making and action Apache Spark is a powerful platform that for running Machine Learning. This course wil....
    $298.00

  • Machine Learning for Network Security

    With advancement in technology, organizations are now able to collect a large amount of data that are being generated and transferred over the network. Cybersecurity experts may have a hard time monitoring and analysing this data due to the sheer volume which is beyond their capacity to manage. One possible solution that is being widely explored is to use Machine Learning and Data Mining methods for cybersecurity rel....
    $298.00

  • R Machine Learning Training

    9 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 SSG WSG SkillsConnect WDA Absentee Payroll for Company....
    $298.00

  • Solving Problems with Machine Learning

    1 Review(s)
    Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. Machine Learning algorithms comb through data and identify patterns that are too complex to be discerned by the human mind. These patterns can then be used for decision making and action. In this course we will use a Graphical User Interface (GUI) based Machine Learning to....
    $298.00

  • Data and Text Mining with Orange

    All data science begins with good data. Data mining is a framework for collecting, searching, and filtering raw data in a systematic matter, ensuring you have clean data from the start. It also helps you parse large data sets, and get at the most meaningful, useful information. Orange is the latest and newest open source machine learning and data visualization tool for novice and expert. It has an intuitive and Inter....
    $298.00

  • Machine Learning on iOS Devices with Core ML

    Core ML framework.was added in iOS 11 and macOS High Sierra. This allow developers to build machine learning modules in iOS devices. This course will teach the basics of  Core ML framework including machine learning models, computer vision, and natural language processing in modern apps.The topics include: What is Core ML framework Computer Vision in Core ML NLP in Core ML Adding a machine learning model t....
    $298.00

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