PyTorch courses

Learn how to use PyTorch, a popular machine learning framework, to build and train AI models. These courses cover the fundamentals of deep learning, working with tensors, and developing neural networks using Python. You'll also explore how PyTorch is used in natural language processing (NLP) and other AI applications.
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PyTorch courses (13)

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  1. Free course

    Intro to PyTorch and Neural Networks

    Learn how to use PyTorch to build, train, and test artificial neural networks in this course.
    • Intermediate.
      3 hours
  2. Skill path

    Build Deep Learning Models with PyTorch

    Learn to build neural networks and deep neural networks for tabular data, text, and images with PyTorch.
    • Includes 8 Courses
    • With Certificate
    • Intermediate.
      17 hours
  3. Course

    PyTorch for Classification

    Build AI classification models with PyTorch using binary and multi-label techniques.
    • With Certificate
    • Beginner Friendly.
      3 hours
  4. Skill path

    Engineer Neural Networks with PyTorch and Transformers

    Learn to build production-ready neural networks with PyTorch, including finetuning transformers, in this hands-on path.
    • Includes 6 Courses
    • With Certificate
    • Intermediate.
      12 hours
  5. Course

    Learn Image Classification with PyTorch

    Learn how to use Python to build image classification models using CNNs and vision transformers in this PyTorch tutorial.
    • With Certificate
    • Intermediate.
      5 hours
  6. Course

    Generating Text with PyTorch

    Learn how to use Python to build text generation models based on neural networks like RNNs and LSTMs in this PyTorch tutorial.
    • With Certificate
    • Intermediate.
      3 hours
  7. Course

    Learn Text Classification with PyTorch

    Learn how to use PyTorch in Python to build text classification models using neural networks and fine-tuning transformer models.
    • With Certificate
    • Intermediate.
      4 hours
  8. Course

    Learn How To Build Your Own GPT

    Learn how to build a Generative Pre-trained Transformer (GPT) from scratch using PyTorch.
    • With Certificate
    • Intermediate.
      2 hours
  9. Course

    Learn Neural Network Architectures

    Learn neural network architectures with PyTorch to build deep learning models for image, text, and sequential data tasks.
    • With Certificate
    • Intermediate.
      6 hours
  10. Free course

    Generative AI Models: Generating Data Using Generative Adversarial Networks

    Dive into AI with Generative Adversarial Networks (GANs). Learn to use PyTorch for model creation and training, and Deep Convolutional GANs for image optimization.
    • Intermediate.
      2 hours
  11. Free course

    Generative AI Models: Getting Started with Autoencoders

    Dive into unsupervised learning with autoencoders. Train models to reconstruct high-dimensional images and denoise corrupted images using PyTorch in colab.
    • Intermediate.
      2 hours
  12. Career path

    AI Engineer

    AI Engineers build complex systems using foundation models, LLMs, and AI agents. You will learn how to design, build, and deploy AI systems.
    • Includes 16 Courses
    • With Certificate
    • Intermediate.
      25 hours
  13. Skill path

    Build AI-Powered Applications with Streamlit and RAG

    Learn to build and deploy production-ready AI applications with Streamlit, integrate ML models, and monitor performance in real-world systems.
    • Includes 5 Courses
    • With Certificate
    • Intermediate.
      5 hours
1 - 13 of 13 results

Frequently asked questions about PyTorch courses

  • PyTorch is an open-source machine learning framework used for building and training deep learning models. It is widely used in AI, natural language processing (NLP), and neural network research.

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