Professional Certificate in Machine Learning with PyTorch

Name: Professional Certificate in Machine Learning with PyTorch
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The Professional Certificate in Machine Learning with PyTorch is a highly relevant course for learners seeking to advance their careers in the rapidly evolving field of AI and machine learning. This certificate course focuses on teaching PyTorch, a popular open-source machine learning library, and how to use it for building and training deep neural networks.

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이 과정에 대해

With the increasing demand for machine learning engineers and data scientists across industries, this course provides learners with essential skills to meet the industry's needs. Learners will gain hands-on experience in building, training, and deploying machine learning models using PyTorch, and will also learn best practices for data preprocessing, model evaluation, and hyperparameter tuning. By completing this course, learners will be well-equipped with the skills necessary to design and implement machine learning solutions, making them highly valuable in today's data-driven economy. This course is an excellent opportunity for learners to enhance their expertise and stay ahead in the competitive job market.

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과정 세부사항

• Introduction to Machine Learning with PyTorch
• PyTorch Basics: Tensors, Computational Graphs, and Autograd
• Building Neural Networks with PyTorch
• Training Deep Learning Models with PyTorch
• Convolutional Neural Networks (CNNs) using PyTorch
• Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) with PyTorch
• Generative Adversarial Networks (GANs) with PyTorch
• Optimization Algorithms in PyTorch
• Evaluation Metrics for Machine Learning Models with PyTorch
• Deploying PyTorch Machine Learning Models

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