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

Machine Learning

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

    26 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 for Beginners

    Deep Learning Studio by Deep Cognition is a easy to use AI development and deployment platform for beginners. It is the first robust deep learning platform with a visual interface. The platform provides a comprehensive solution to data ingestion, model development, training, deployment and management. Deep Learning Studio users have the ability to quickly develop and deploy deep learning solutions through robust inte....
    $298.00

  • Building Machine Learning Web Apps with Tensorflow.js

    TensorFlow.js, an open-source Javascript library you can use to define, train, and run machine learning models entirely in a browser, using Javascript and a high-level layers API. If you’re a Javascript developer who’s new to Machine Learning, TensorFlow.js is a great way to begin learning Machine Learning. You can build interactive Machine Learning web apps using Tensorflow.js In this course, you will l....
    $298.00

  • Deep Learning with Keras

    7 Review(s)
    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

    17 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

    2 Review(s)
    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 Training

    Computer Vision is a field of Artificial Intelligence and Computer Science that aims at giving computers a visual understanding of the world. Computer Vision has been used in face recognition, autonomous cars, image search, optical character recognition, robotics vision, machine vision, and many applications.  Computer Vision is undergoing rapid advances in recent years. In this course, you will learn state of ....
    $298.00

  • Deep Learning NLP with spaCy

    spaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. spaCy is the best way to prepare text for deep learning. It interoperates seamlessly with TensorFlow, PyTorch, scikit-learn, Gensim and the rest of Python's awesome AI ecosystem. With spaCy, you can easily construct linguistically sophisticated statistical models for a variety of NLP problems.s paCy is designed to build rea....
    $298.00

  • 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

  • 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

  • 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

  • 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

    6 Review(s)
    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

  • Deep Learning with Microsoft Cognitive Toolkit

    Microsoft Cognitive Toolkit (a.k.a CNTK) empowers you to harness the intelligence within massive datasets through deep learning by providing uncompromised scaling, speed, and accuracy with commercial-grade quality and compatibility with the programming languages and algorithms you already use. The topics cover Microsoft Cognitive Toolkit Python API Image Classification with Deep Neural Network Image Classificat....
    $498.00

  • Azure Machine Learning Studio Training

    Microsoft Azure Machine Learning Studio is a collaborative, drag-and-drop tool you can use to build, test, and deploy predictive analytics solutions on your data. Machine Learning Studio publishes models as web services that can easily be consumed by custom apps or BI tools such as Excel.Machine Learning Studio is where data science, predictive analytics, cloud resources, and your data meetThe topics include Explo....
    $298.00

  • Solving Problems with Machine Learning

    2 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

    1 Review(s)
    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

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