Deep Learning

Deep Learning 是机器学习的一个子集,它使用具有多层的人工神经网络--也称为深度神经网络--来建模和理解数据集中的复杂模式和关系。Coursera 的深度学习目录教您深度学习的基本原理和方法。您将学习如何构建和部署深度神经网络,利用各种技术训练和优化深度学习模型,并了解其在医疗保健、金融和自动驾驶汽车等各行各业的应用。您将进一步掌握卷积网络(Convolutional Networks)、循环网络(Recurrent Networks)和生成对抗网络(Generative Adversarial Networks)的概念,为在 AI 和数据科学领域担任各种角色做好准备。
30凭据
111门课程

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  • 此角色有 US$145,280 工资中位数¹.

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    A Data Scientist analyzes large datasets to uncover insights, using statistics, machine learning, and visualization to inform business strategies.

    此角色有 US$145,280 工资中位数¹.

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  • 此角色有 US$169,700 工资中位数¹.

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    A Machine Learning Engineer builds and optimizes algorithms that enable computers to learn from data, using large datasets and neural networks.

    此角色有 US$169,700 工资中位数¹.

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探索 Deep Learning 课程目录

  • 状态:免费试用

    多位教师

    您将获得的技能: 决策树学习, 分类与回归树 (CART), 人工智能和机器学习(AI/ML), 监督学习, 机器学习, NumPy, Python 程序设计, 强化学习, 随机森林算法, 数据伦理, 人工智能, 应用机器学习, 负责任的人工智能, 深度学习, 无监督学习, 张力流, Scikit-learn (机器学习库), 功能工程, 预测建模, Jupyter

  • 状态:免费试用

    Illinois Tech

    您将获得的技能: Deep Learning, Generative AI, Image Analysis, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Network Architecture, Tensorflow, Computer Vision, Natural Language Processing, Machine Learning, Performance Tuning

  • 状态:免费试用

    您将获得的技能: Computer Vision, Anomaly Detection, Image Analysis, Matlab, Deep Learning, Artificial Neural Networks, Unsupervised Learning, Application Deployment, PyTorch (Machine Learning Library), Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Data Synthesis, Performance Tuning, Data Analysis, Classification And Regression Tree (CART), Data Validation, Medical Imaging

  • 状态:预览

    您将获得的技能: 数据科学, 数据伦理, 机器学习, 人工神经网络, AI 产品战略, 人工智能, 负责任的人工智能, 深度学习, 战略思维

  • 状态:免费试用

    您将获得的技能: Artificial Neural Networks, Deep Learning, Matplotlib, Linear Algebra, Image Analysis, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Pandas (Python Package), Seaborn, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Applied Machine Learning, Tensorflow, Data Analysis, Supervised Learning, Python Programming, Artificial Intelligence, Machine Learning

  • 状态:预览

    Yonsei University

    您将获得的技能: 监督学习, 机器学习, 无监督学习, 强化学习, 人工神经网络, 企业战略, 人工智能, 图像分析, 张力流, 深度学习, 自然语言处理

是什么让您今天来到 Coursera?

  • 状态:免费试用

    您将获得的技能: Computer Vision, Image Analysis, Deep Learning, Matlab, Data Visualization, Machine Learning Methods, Data Analysis, Data Validation

  • 状态:免费试用

    您将获得的技能: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Deep Learning, Machine Learning, Applied Machine Learning, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Natural Language Processing, Computer Programming

  • 状态:免费试用

    您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Reinforcement Learning, Artificial Intelligence, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Predictive Modeling, Machine Learning, Regression Analysis, Data Ethics, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm

  • 状态:免费试用

    DeepLearning.AI

    您将获得的技能: 机器学习, PyTorch(机器学习库), 计算机视觉, MLOps(机器学习 Operator), 调试, 数据驱动的决策制定, 人工智能, 性能调整, 深度学习, 张力流, 应用机器学习

  • 状态:免费试用

    您将获得的技能: Computer Vision, Image Analysis, Matlab, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Performance Tuning, Classification And Regression Tree (CART)

  • 状态:免费试用

    您将获得的技能: PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Application Deployment, Text Mining, Machine Learning, Natural Language Processing, Predictive Modeling, Python Programming, Time Series Analysis and Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Network Architecture, Performance Tuning, Data Science, Data Processing, Data Analysis

是什么让您今天来到 Coursera?

主要合作伙伴

  • DeepLearning.AI
  • IBM
  • Google Cloud
  • Packt
  • Simplilearn
  • MathWorks
  • Fundação Instituto de Administração
  • Real Madrid Graduate School Universidad Europea