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Enhance Your Employability with Certified Skills and Courses in Singapore - WSQ , IBF-STS, Skills Certification

Tensorflow Keras

TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks. It was developed by the Google Brain team and is used for a broad range of applications, including machine learning and deep neural networks. TensorFlow provides a flexible and scalable platform for building and deploying machine learning models, and it has a large and active community of contributors and developers. The library features a static computational graph, which allows for efficient model optimization, and it provides a wide range of tools for data loading, preprocessing, and visualization. TensorFlow also supports distributed training, making it well suited for large-scale machine learning tasks. Overall, TensorFlow is a widely used and powerful tool for developing and deploying machine learning models.

Keras is a high-level neural network library for Python. It is designed to make building and training deep learning models as simple and intuitive as possible. Keras provides a user-friendly interface for building and training models using popular backends such as TensorFlow, Theano, and CNTK. The library is built on top of lower-level libraries, abstracting away many of the complex details of model building and training, allowing users to focus on the design and evaluation of their models. Keras supports a wide range of neural network architectures, including feedforward networks, convolutional neural networks, recurrent neural networks, and more. It is a popular choice for researchers and practitioners due to its ease of use and flexibility, and it has a large and growing community of contributors and users.

Our TensorFlow and Keras courses are educational programs designed to teach individuals the skills and knowledge needed to work with the TensorFlow and Keras libraries for machine learning and artificial intelligence. These courses typically cover the fundamentals of machine learning and deep learning, including topics such as neural networks, convolutional neural networks, recurrent neural networks, and transfer learning. They also cover the specific features and functionality of TensorFlow and Keras, such as their support for building and training deep learning models, automatic differentiation, and support for distributed training. TensorFlow and Keras courses are designed for a range of skill levels, from beginner to advanced, and are often tailored for individuals with a background in computer science or programming. They may be offered online or in-person, and can range from short tutorials to comprehensive programs that provide hands-on experience building and deploying machine learning models.

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  • WSQ – Basic Deep Learning with Tensorflow Keras

    8 Review(s)
    Embark on your journey into the realm of artificial intelligence with our WSQ-endorsed Basic Deep Learning with Tensorflow Keras course. This course provides an in-depth understanding of fundamental deep learning concepts, focusing on neural network architectures and how to implement them using Tensorflow Keras. With hands-on exercises and real-world examples, you'll learn the basics of designing, training, and tunin....
    $688.00 (GST-exclusive)
    $749.92 (GST-inclusive)

  • WSQ – Pattern Recognition with Deep Learning

    6 Review(s)
    Embark on a transformative journey with our WSQ-endorsed Pattern Recognition with Deep Learning course. You will delve into core concepts such as neural networks, feature extraction, and machine learning algorithms. Through hands-on projects and case studies, you'll gain practical experience in recognizing patterns and applying deep learning techniques to various types of data. By the end of this course, you'll have....
    $688.00 (GST-exclusive)
    $749.92 (GST-inclusive)

  • WSQ – Practical Reinforcement Learning for Beginners

    5 Review(s)
    Unlock the transformative power of artificial intelligence with our WSQ-endorsed Practical Reinforcement Learning for Beginners course. As one of the most dynamic fields in AI, reinforcement learning offers unparalleled opportunities for problem-solving and decision-making. This course guides you through the foundational algorithms and techniques, all while offering hands-on experience through real-world projects. Yo....
    $688.00 (GST-exclusive)
    $749.92 (GST-inclusive)

  • WSQ - Computational Modeling with Generative Adversarial Network (GAN)

    3 Review(s)
    Embark on a cutting-edge learning experience with our WSQ-endorsed Computational Modeling with Generative Adversarial Network (GAN) course. Dive deep into the world of GANs, an essential tool in modern data science and artificial intelligence. Through hands-on projects and interactive learning, you will understand how to create and use computational models for solving complex problems, giving you practical insights i....
    $800.00 (GST-exclusive)
    $872.00 (GST-inclusive)

  • IBF - Data Analytics and Deep Learning for Financial Services

    257 Review(s)
    Embark on a transformative learning journey with our IBF-STS Data Analytics and Deep Learning for Financial Services course. Designed for financial professionals and data analysts, this course provides an in-depth understanding of data analytics techniques and deep learning models applicable to the financial services sector. Learn how to harness big data to create predictive models for risk assessment, portfolio opti....
    $1,600.00 (GST-exclusive)
    $1,744.00 (GST-inclusive)

  • Deep Learning and Machine Learning with TensorFlow

    102 Review(s)
    Elevate your Machine and Deep Learning knowledge with our meticulously crafted TensorFlow course at Tertiary Courses. Beginning with fundamental TensorFlow 2 operations, participants will be introduced to the expansive world of Neural Networks, with hands-on learning in both Regression and Classification domains. Delve deeper into specialized arenas, understanding the intricacies of Convolutional Neural Networks for ....
    $498.00 (GST-exclusive)
    $542.82 (GST-inclusive)

  • Deep Learning with Tensorflow and Python

    1 Review(s)
    Elevate your deep learning journey with our extensive course, focusing on Tensorflow and Python. At Tertiary Courses, we aim to provide a comprehensive guide, starting from evaluating platforms to developing intricate algorithms using Python. Delve deep into the world of regression and classification models, and understand the hidden relationships that drive the core of these models. With a special emphasis on transf....
    $1,200.00 (GST-exclusive)
    $1,308.00 (GST-inclusive)

  • Advanced Keras Training

    6 Review(s)
    Delve into the advanced realm of Keras with Tertiary Courses and witness a transformative learning experience that promises to elevate your proficiency in neural networks. This intensive training is curated to address challenges posed by smaller datasets, guiding learners to harness potent techniques that optimize and refine models for stellar outcomes. Experience the power of the Functional API, a pivotal tool in Ke....
    $298.00 (GST-exclusive)
    $324.82 (GST-inclusive)

  • Deep Learning for Image Classification Using Keras

    9 Review(s)
    Dive into the dynamic world of deep learning and discover the power of Keras for image classification. This course unveils the essential techniques and tools to unlock your potential in AI-driven computer vision projects. From the foundational concepts of neural networks to practical implementations, we cover it all. Whether you're an aspiring data scientist, a machine learning enthusiast, or a professional looking ....
    $498.00 (GST-exclusive)
    $542.82 (GST-inclusive)

  • Basic Reinforcement Learning with Python

    7 Review(s)
    Unlock the potential of Reinforcement Learning (RL) with our meticulously crafted course at Tertiary Courses. Gain a foundational grasp of the intricate concepts of Markov Decision Process (MDP) and Reinforcement Learning (RL), ensuring a robust grounding in this cutting-edge AI technology. Our course also offers hands-on experience, allowing participants to learn and apply RL using the renowned OpenAI Gym and Stable....
    $300.00 (GST-exclusive)
    $327.00 (GST-inclusive)

  • Google Professional Machine Learning Engineer Exam Prep

    2 Review(s)
    Dive into the profound capabilities of Machine Learning on the Google Cloud Platform with Tertiary Courses. Our in-depth curriculum sheds light on the myriad of hosting options available, be it Serverless, container-based, or via virtual machines, ensuring that you're equipped to make informed decisions tailored to your specific needs. Grasp the essence of enabling GCP's ML AIs and hone your skills in preparing data ....
    $1,200.00 (GST-exclusive)
    $1,308.00 (GST-inclusive)

  • Deep Reinforcement Learning with Python

    Step into the cutting-edge domain of Deep Reinforcement Learning (DRL) with our tailored program at Tertiary Courses. Beginning with the foundational concepts of Markov Decision Process (MDP) and Reinforcement Learning (RL), we ensure a profound understanding, setting the stage for more advanced subjects. With hands-on exercises, participants will grasp RL dynamics using prominent tools like OpenAI Gym and Stable Bas....
    $600.00 (GST-exclusive)
    $654.00 (GST-inclusive)

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