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

Machine Learning

Machine Learning

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

You can apply SkillsFuture Credit or SSG Absentee Payroll grant for those SSG Approved courses.

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  • Advanced Azure ML Studio Training with R Integration

    Microsoft Azure Machine Learning Studio (classic) is a collaborative, drag-and-drop tool you can use to build, test, and deploy predictive analytics solutions on your data. In this advanced course, you will learn to integrate this tool with R programming language to take advantage of the function and libraries in R. Also learn complex models and functions like decision tress, recommender systems, text mining and time....
    $298.00 (GST-exclusive)
    $318.86(GST-inclusive)

  • Machine Learning with H2O.ai

    H2O is an open source, fast, and scalable machine learning platform that allows to build different machine learning based models. H2O supports the most widely used statistical and machine learning algorithms including Gradient Boosted Machines (GBM), Generalized Linear Models (GLM), Deep Learning, etc.In this one day course you will learn how to build different machine learning based models with python and H2O. Co....
    $298.00 (GST-exclusive)
    $318.86(GST-inclusive)

  • WorkFusion Robotic Process Automation

    Robotic process automation is the use of specialised computer programs, known as software robots, to automate and standardize repeatable business processes. Imagine a robot sitting in front of a computer looking at the same applications and performing the same keystrokes as a person would do. While Robotic Process Automation does not involve any form of physical robots, software robots mimic human activities by inter....
    $298.00 (GST-exclusive)
    $318.86(GST-inclusive)

  • Full Machine Learning with R

    4 Review(s)
    Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention Many industries working with large amounts of data have recognized the value of machine learning technology. By gleaning insights from this data, organizations are able....
    $498.00 (GST-exclusive)
    $532.86(GST-inclusive)

  • Machine Learning and Deep Learning with Azure ML and Python

    2 Review(s)
    Azure Machine Learning Studio is an interactive programming tool for predictive analytic. It is a professional tool that lets users easily drag-and-drop objects on the interfaces to create models that can be pushed to the web as services to be utilized by tools like business intelligence systems.. If you are a Python Developer who want to develop the web based Machine Learning or Deep Learning services. You can easi....
    $498.00 (GST-exclusive)
    $532.86(GST-inclusive)

  • Advanced Data Analytics and Machine Learning with R (CITREP+)

    2 Review(s)
    Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention Many industries working with large amounts of data have recognized the value of machine learning technology. By gleaning insights from this data, organizations are able....
    $900.00 (GST-exclusive)
    $963.00(GST-inclusive)

  • NICF - Basic Machine Learning with Scikit-Learn Course

    4 Review(s)
    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

    1 Review(s)
    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 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 learners the basic concepts and coding on Convolutional....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • Generative Models with Pytorch

    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. Pytorch is one of the most versatile Deep Learning to implement generative models. In this course, you will ....
    $298.00 (GST-exclusive)
    $318.86(GST-inclusive)

  • Deep Reinforcement with Pytorch

    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 (GST-exclusive)
    $318.86(GST-inclusive)

  • 5 Days Machine Learning Specialization

    This Machine Learning Specialization  introduces you to the exciting, high-demand field of Machine Learning. Through a series of hand on practical exercises, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, Computer Vision and Deep Learning. You will learn to analyze data and  build intelligent applications that can make predictions from d....
    $1,500.00 (GST-exclusive)
    $1,605.00(GST-inclusive)

  • WSQ - Data Mining and Machine Learning with Orange

    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 analytics on a GUI based workflow. This signifies th....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • Predictive Modelling with Pytorch

    This course is not yet approved for WSQ funding PyTorch is an open source machine learning library used for developing and training neural network based deep learning models. It is primarily developed by Facebook’s AI research group. This two day WSQ Predictive Modeling with Pytorch course will teach you how to use Pytorch for developing machine learning model for regression and classificaton. It willl also t....
    $688.00 (GST-exclusive)
    $736.16(GST-inclusive)

  • Deep Learning with Tensorflow and Python (CITREP+)

    104 Review(s)
    Tensorflow is the most popular and powerful open source machine learning/deep learning framework developed by Google for everyone. Tensorflow has many powerful Machine Learning API such as Neural Network, Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), Word Embedding, Seq2Seq, Generative Adversarial Networks (GAN), Reinforcement Learning, and Meta Learning. Tensorflow is based on the Python, the ....
    $1,200.00 (GST-exclusive)
    $1,284.00(GST-inclusive)

  • Deep Learning for Image Classification Using Keras

    8 Review(s)
    Image recognition and classification is a rapidly growing field in the area of machine learning. In particular, object recognition is a key feature of image classification, and the commercial implications of this are vast. In this course, you will learn how to build basic to advanced image classification model using Keras. Keras is a high level API library for tensorflow.: Course Highlights Neural Network wi....
    $498.00 (GST-exclusive)
    $532.86(GST-inclusive)

  • Deep Learning and Machine Learning with TensorFlow

    71 Review(s)
    Tensorflow is the most popular and powerful open source machine learning/deep learning framework developed by Google for everyone. Tensorflow has many powerful Machine Learning API such as Neural Network, Convolutional Neural Network (CNN), Recurrent Neural Network (RNN),  Word Embedding, Seq2Seq, Generative Adversarial Networks (GAN), Reinforcement Learning, and Meta Learning. This course will show you how....
    $498.00 (GST-exclusive)
    $532.86(GST-inclusive)

  • Artificial Intelligence Basics for Beginners

    56 Review(s)
    Artificial Intelligence is reckoned to be the fourth major industrial revolution that bring dramatic impact to many fields such as healthcare, robotics, manufacturing. With the explosion of big data analytics, more and more companies are adopting artificial intelligence to drive decision making in organisations. and improve operational efficiency. In this basic course on artificial intelligence, participants will ....
    $248.00 (GST-exclusive)
    $265.36(GST-inclusive)

  • Building A Conversational Chatbot with Dialogflow

    24 Review(s)
    This course will teach how to build a Conversational Chatbot with Dialogflow pwered by Google machine learning. Diafoglfow chatbot gives users new ways to interact with your product by building engaging voice and text-based conversational interfaces, such as voice apps and chatbots, powered by AI. Dialogflow chatbots allowed you to connect with users on your website, mobile app, the Google Assistant, Amazon Alexa, Fa....
    $298.00 (GST-exclusive)
    $318.86(GST-inclusive)

  • Sequential Data Modeling with Keras

    3 Review(s)
    Sequential data is the more prevalent data form such as text, speech, music, DNA sequence, video, drawing. Analysing sequential data is one of the key goals of machine learning such as document classification, time series forecasting, sentimental analysis, language translation. In this course, we will teach Sequential data analysis using Keras. Keras is a popular high level programming framework for deep learning . ....
    $298.00 (GST-exclusive)
    $318.86(GST-inclusive)

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