Artificial Intelligence and Machine Learning (AI/ML)

人工智能和机器学习(AI/ML)指的是让计算机模仿人类智能过程、从经验中学习、适应新输入并执行类似人类任务的科学。Coursera 的 AI/ML 目录让您掌握这些快速发展领域的全面知识。您将学习到 AI/ML 的基础概念,包括智能代理的设计、问题解决和观察学习。目录还深入探讨了神经网络、Deep Learning、自然语言处理和强化学习等高级主题。通过掌握这些 AI/ML 概念,您将为开发和 Deployment AI 系统、设计智能代理和创建机器学习模型做好准备,以便在科技行业中进行各种应用。
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“artificial intelligence and machine learning (ai/ml)” 的结果

  • 状态:免费试用

    您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Workflow Management, Agentic systems, LLM Application, Productivity, OpenAI, Artificial Intelligence, AI Personalization, Business Process Automation, AI Product Strategy, Personalized Service, Large Language Modeling, Automation, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Expense Management

  • 状态:免费试用

    您将获得的技能: 人工智能和机器学习(AI/ML), ChatGPT, AI 产品战略, 生成式人工智能, 机器学习, 深度学习

  • 状态:新
    状态:免费试用

    您将获得的技能: Prompt Engineering, LangChain, Tool Calling, LangGraph, Agentic systems, Multimodal Prompts, Generative AI, LLM Application, Generative AI Agents, Responsible AI, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Application Development, Large Language Modeling, UI Components, Semantic Web, Data Storage Technologies, Databases, Software Development

  • 状态:新
    状态:免费试用

    University of Illinois Urbana-Champaign

    您将获得的技能: Data Ethics, Responsible AI, Wealth Management, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Artificial Intelligence, FinTech, Data Mining, Regulatory Compliance, Financial Planning, Relationship Building, Risk Modeling, Legal Risk, Mobile Development, Human Computer Interaction

  • 状态:新
    状态:免费试用

    Birla Institute of Technology & Science, Pilani

    您将获得的技能: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Numerical Analysis, Machine Learning, Artificial Neural Networks, Dimensionality Reduction, Data Analysis

  • 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

    您将获得的技能: Natural Language Processing, MLOps (Machine Learning Operations), Tensorflow, Large Language Modeling, Reinforcement Learning, Computer Vision, Google Cloud Platform, Keras (Neural Network Library), Systems Design, Image Analysis, AI Personalization, Hybrid Cloud Computing, Applied Machine Learning, Systems Architecture, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

  • 状态:免费试用

    DeepLearning.AI

    您将获得的技能: 人工智能, 大型语言模型, 数据驱动的决策制定, 人工智能和机器学习(AI/ML), 张力流, 监督学习, Python 程序设计, 人工神经网络, 计算机视觉, 调试, 生成式人工智能, 深度学习, Keras(神经网络库), 应用机器学习, 功能工程, 图像分析, PyTorch(机器学习库), 自然语言处理, 机器学习, 性能调整

  • 状态:免费试用

    您将获得的技能: 人工智能, 机器学习算法, 大型语言模型, 预测建模, 回归分析, 监督学习, 文本挖掘, 自动化, 数据伦理, 计算机视觉, 无代码开发, 人工智能和机器学习(AI/ML), 应用机器学习, 无监督学习, 图像分析, 微软 Azure, 异常检测, 负责任的人工智能, 自然语言处理, 机器学习

  • 状态:新
    状态:免费试用

    您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Jenkins, CI/CD, Java, Continuous Deployment, Java Programming, Artificial Intelligence, Apache Spark, Applied Machine Learning, Decision Tree Learning, Deep Learning, Machine Learning, Fraud detection, Spring Boot, Natural Language Processing, Regression Analysis, Reinforcement Learning, Debugging

  • 状态:新
    状态:免费试用
    状态:人工智能技能

    Amazon Web Services

    您将获得的技能: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, AWS SageMaker, AI Product Strategy, Amazon Web Services, LLM Application, MLOps (Machine Learning Operations), Application Development, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Development, Data Governance, Large Language Modeling, Commercialization, API Design, Solution Architecture, Data Management

  • 状态:免费试用

    您将获得的技能: 人工智能, 机器学习算法, 预测建模, 回归分析, 自动化, 人工智能和机器学习(AI/ML), 无代码开发, 应用机器学习, 微软 Azure, 无监督学习, 监督学习, 机器学习

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主要合作伙伴

  • Google Cloud
  • IBM
  • DeepLearning.AI
  • Packt
  • Microsoft
  • Vanderbilt University
  • Edureka
  • Johns Hopkins University