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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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  • Deep Learning and Machine Learning with TensorFlow

    35 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)

  • Advanced Keras Training

    Keras is one of the most popular high level Machine Learning framework for Tensorflow. It is used widely by industries and research communities. It allows for easy and fast prototyping. It supports both convolutional networks and recurrent networks, as well as combinations of the two. Keras also runs seamlessly on CPU and GPU. In this advanced Keras training, you will learn the following topics: Hyper Parameter Tu....
    $298.00 (GST-exclusive)

  • Building a AI Powered Chatbot with Rasa NLU and Python

    Rasa is a open source conversational AI framework to building great chatbots and assistants. Rasa is based on Python and Tensorflow. It is made up of Rasa Stack. whiich  is a pair of open source libraries (Rasa NLU and Rasa Core) that allow developers to expand chatbots and voice assistants beyond answering simple questions. Using state-of-the-art machine learning, your bots can hold contextual conversation....
    $298.00 (GST-exclusive)

  • Seq2Seq Modeling with PyTorch

    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. Seq2seq models have been used to process sequenital data. Seq2seq model has transformed the state of the art in neural machine translation, ....
    $298.00 (GST-exclusive)

  • Advanced RPA Training with UIPath

    Robots are software tools that have emerged to simplify business process delivery. The technology behind this development is called robotic process automation (RPA).These software robots offer improved business efficiency, data security and effectiveness by mimicking human actions and automating repetitive tasks across multiple business applications without altering existing infrastructure and systems. RPA is increa....
    $298.00 (GST-exclusive)

  • Advanced Scikit Learn Training

    Scikit-Learn is a robust and widely used Python Machine Learning library. It provides a range of supervised and unsupervised learning algorithms. It also provides many useful utility functions such as model selection, hyper parameter tuning, feature extraction, data preprocessing. This course is a follow up from our basic Scikit Learn course. The topics include Feature Extraction Pipelines Discussing Ensemble Me....
    $298.00 (GST-exclusive)

  • Artificial Intelligence for Human Resource

    The emerging AI technology brings a fundamental change in the nature of work by enabling man and machine to make decisions together AI is gradually changing the Human Resource industry. AI can help to eliminate repetitive tasks, accelerate the search for talent, reduce employee attrition and improve employee engagement. AI reacts faster in helping draw out the insights and inferences that might otherwise ta....
    $298.00 (GST-exclusive)

  • Artificial Intelligence for Logistics

    5 Review(s)
    There are many reasons to believe that now is the best time for the logistics industry to embrace Artificial Intelligence (AI). In logistics, the network-based nature of the industry provides a natural framework for implementing and scaling AI, amplifying the human components of highly organised global supply chains. Furthermore, companies deciding not to adopt AI run the risk of obsolescence in the long term, as com....
    $298.00 (GST-exclusive)

  • Text Mining with Orange

    Orange is a visual programming tools that combine powerful data mining and machine learning algorithms within a simple and capable user interface. In this course, participants will learn how to import data from Twitter, Guardian, Wikipedia etc. into corpus, manage textual data, preprocess it, use machine learning, data projection and visualisation techniques to expose hidden patterns and evaluate the resulting mod....
    $298.00 (GST-exclusive)

  • Deep Learning with Fast.Ai

    Deep learning is a subfield of machine learning which is stirred by the structure and function of the brain called artificial neural networks. Deep learning have been applied to many fields, computer vision, natural language processing, bioinformatics, etc. Deep learning is one of the highly demanding skills in tech, and mastering deep learning open numerous new career opportunities. Fast.ai is a high level programmi....
    $298.00 (GST-exclusive)

  • Medical Image Analysis with Deep Learning

    Processing and analysis of medical images; a rapidly growing industry expected to reach ~$4 billion by 2020. Recent advances in deep learning are helping to identify, classify, and quantify patterns in medical images. Deep Learning helps to exploit hierarchical feature representations learned exclusively from data without proper domain-specific knowledge. Deep learning is rapidly becoming the state of the art in nume....
    $598.00 (GST-exclusive)

  • Building a Telegram Chatbot

    Chatbot is in the rise and many businesses are taking advantage of chatbot to automate some of their operation. This course will teach you how to build a bot for Telegram, one of the fastest growing messaging platforms with more than 200 million monthly active users. You will be creating your first chatbot using Javascript, one of the most popular programming language, which will greet user on getting start command a....
    $298.00 (GST-exclusive)

  • Sequential Data Modeling with Keras

    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)

  • Robotic Process Automation RPA with UIPath

    5 Review(s)
    Robotic process automation (or RPA or RPAAI) is an emerging form of business process automation technology based on the notion of software robots or artificial intelligence (AI) workers. RPA is an application of technology, governed by business logic and structured inputs, aimed at automating business processes. Using RPA tools, a company can configure software, or a robot to capture and interpret applications for pr....
    $298.00 (GST-exclusive)

  • Building A Conversational Chatbot with Dialogflow

    14 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)

  • Artificial Intelligence Basics for Beginners

    2 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 intellignece, participants will be....
    $248.00 (GST-exclusive)

  • Deep Learning with Keras

    9 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 (GST-exclusive)

  • Deep Learning with PyTorch

    4 Review(s)
    Pytorch is one of the most powerful Artificial Intelligence and Deep Learning framework in the World. Deep learning is now a new "electricity" and "superpower" that will let you build AI systems that just weren't possible a few years ago. Deep learning engineers are also highly sought after, and mastering deep learning will give you numerous new career opportunities. This course will show you how to build deep lear....
    $498.00 (GST-exclusive)

  • Python Machine Learning with Scikit Learn Training

    22 Review(s)
    Scikit Learn is the de facto Machine Learning package for Python. It consists of classification, regression, clustering, dimension reduction, model selection, and many data preprocessing functionalities. You can do many supervised and unsupervised machine learning with Scikit Learn. This Scikit Learn training aims to equip you with basic machine learning knowledge using such as classification, regression, cluste....
    $298.00 (GST-exclusive)

  • Machine Learning on Raspberry Pi with Tensorflow

    1 Review(s)
    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 (GST-exclusive)

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