Artificial Neural Networks

人工神经网络(Artificial Neural Networks,ANN)是受生物神经网络启发的计算系统,是人工智能(AI)和机器学习的支柱。Coursera 的人工神经网络技能目录教您这些复杂系统的基础知识和应用。您将学习到 ANN 的架构,包括层、Node、激活函数和反向传播。您将了解如何为模式识别、Prediction 和决策制定等任务训练 ANN。此外,您还将探索各种类型的神经网络,如卷积神经网络(CNN)、递归神经网络(RNN)和深度神经网络(DNN)。这些知识将使您能够在计算机视觉、自然语言处理和机器人学等各个领域开发最前沿的 AI 应用。
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探索神经网络课程目录

  • 状态:免费试用

    您将获得的技能: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing

  • 状态:免费试用
    状态:人工智能技能

    您将获得的技能: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Machine Learning Methods, Generative AI, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Computer Vision, Artificial Intelligence, Machine Learning, Regression Analysis, Network Architecture, Network Model, Predictive Modeling, Natural Language Processing, Probability & Statistics

  • 状态:新
    状态:免费试用

    您将获得的技能: Generative Model Architectures, Generative AI, OpenAI, ChatGPT, Deep Learning, Real Time Data, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Responsible AI, Artificial Neural Networks, Image Analysis, Applied Machine Learning, Computer Vision, Machine Learning Methods, Unsupervised Learning, Natural Language Processing

  • 状态:免费试用

    您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Generative AI, Keras (Neural Network Library), NumPy, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Development Environment, Pandas (Python Package), Image Analysis, Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Artificial Intelligence, Machine Learning, Data Science

  • 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: 机器学习, 人工神经网络, 人工智能和机器学习(AI/ML), 文本挖掘, 应用机器学习, 生成式人工智能, 张力流, 深度学习, 自然语言处理

  • 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:免费试用

    您将获得的技能: Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Text Mining, Artificial Neural Networks, Predictive Analytics, Data Science, Machine Learning

  • 状态:免费试用

    您将获得的技能: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Supervised Learning, Machine Learning, NumPy, Regression Analysis

  • 状态:免费试用

    DeepLearning.AI

    您将获得的技能: 数据伦理, 机器学习, 图像质量, PyTorch(机器学习库), 计算机视觉, 人工神经网络, 生成模型架构, 生成式人工智能, 数据综合, 性能测试, 图像分析, 负责任的人工智能, 深度学习, 无监督学习, 信息隐私

  • 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:预览

    您将获得的技能: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Machine Learning, Supervised Learning, Linear Algebra, Calculus

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主要合作伙伴

  • DeepLearning.AI
  • Google Cloud
  • Packt
  • IBM
  • University of Colorado Boulder
  • Johns Hopkins University
  • Pearson
  • Simplilearn