IBM Deep Learning with PyTorch, Keras and Tensorflow

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/professional-certificates/ibm-deep-learning-with-pytorch-keras-tensorflow

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课程名称:IBM 深度学习与 PyTorch、Keras 和 TensorFlow 课程概述:本课程由IBM提供,旨在帮助学习者快速提升深度学习工程师的职业技能。经过三个月的学习,您将掌握雇主所需的深度学习专业知识,并可免费注册。 课程大纲: 1. **深入学习与神经网络基础(Keras)** - 介绍深度学习和Keras库中的神经网络。 - 学习链接:[Keras深度学习与神经网络入门](https://www.coursera.org/learn/introduction-to-deep-learning-with-keras) 2. **使用Keras和TensorFlow的深度学习** - 了解深度学习在计算机视觉、自然语言处理和机器人技术等领域的应用。 - 学习链接:[Keras和TensorFlow深度学习](https://www.coursera.org/learn/building-deep-learning-models-with-tensorflow) 3. **神经网络与PyTorch基础** - 探索PyTorch作为一种高需求的深度学习框架,学习其在神经网络中的应用。 - 学习链接:[神经网络与PyTorch入门](https://www.coursera.org/learn/deep-neural-networks-with-pytorch) 4. **使用PyTorch的深度学习进阶** - 从基础的机器学习概念转向更复杂的深度学习模型和技术。 - 学习链接:[PyTorch深度学习进阶](https://www.coursera.org/learn/advanced-deep-learning-with-pytorch) 5. **深度学习AI项目总结** - 在结业项目中,将深度学习的知识应用于实际挑战,展现所学技能。 - 学习链接:[深度学习AI结业项目](https://www.coursera.org/learn/ai-deep-learning-capstone) 通过该课程,您将获得实用的深度学习技能,帮助您在相关领域中脱颖而出。

课程大纲

Course Link: https://www.coursera.org/learn/introduction-to-deep-learning-with-keras

Name:Introduction to Deep Learning & Neural Networks with Keras

Description:Offered by IBM. This course introduces deep learning and neural networks with the Keras library. In this course, you’ll be equipped with ... Enroll for free.

Course Link: https://www.coursera.org/learn/building-deep-learning-models-with-tensorflow

Name:Deep Learning with Keras and Tensorflow

Description:Offered by IBM. Deep learning is revolutionizing many fields, including computer vision, natural language processing, and robotics. In ... Enroll for free.

Course Link: https://www.coursera.org/learn/deep-neural-networks-with-pytorch

Name:Introduction to Neural Networks and PyTorch

Description:Offered by IBM. PyTorch is one of the top 10 highest paid skills in tech (Indeed). As the use of PyTorch for neural networks rockets, ... Enroll for free.

Course Link: https://www.coursera.org/learn/advanced-deep-learning-with-pytorch

Name:Deep Learning with PyTorch

Description:Offered by IBM. This course advances from fundamental machine learning concepts to more complex models and techniques in deep learning using ... Enroll for free.

Course Link: https://www.coursera.org/learn/ai-deep-learning-capstone

Name:AI Capstone Project with Deep Learning

Description:Offered by IBM. In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use ... Enroll for free.

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