Machine Learning

机器学习(Machine Learning)是人工智能的一个分支,它能自动建立分析模型,使系统无需明确编程就能从经验中学习和改进。Coursera 的机器学习目录使您能够理解、设计和应用强大的算法和统计模型,从而在没有人工干预的情况下做出预测或决策。您将了解各种学习形式,如监督学习、无监督学习和强化学习,以及回归、分类、聚类和深度学习等技术。此外,您还将深入了解机器学习的伦理和社会因素及其在医疗保健、金融和娱乐等各个行业的应用。
63凭据
263门课程

相关角色

获得晋升所需的知识和技能。

  • 此角色有 US$169,700 工资中位数¹.

    描述:

    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.

    提供方

    IBM_logo
    DeepLearning.AI_logo
    Stanford University_logo
  • 此角色有 US$145,280 工资中位数¹.

    描述:

    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.

    提供方

    Microsoft_logo
    IBM_logo
    Johns Hopkins University_logo

最受欢迎

当前趋势

最新发布

筛选依据

主题
必需的

语言
必需的

在整个课程(说明和评估)中使用的语言。

了解产品
必需的

通过实践教程在 2 小时内掌握与工作相关的技能。
通过已评分作业、视频和论坛向顶级授课教师学习。
在交互式实践环境中学习新工具或新技能。
通过完成一系列课程和项目,深入学习学科知识。
获得行业领导者颁发的职业证书,展示您学到的专业知识。

级别
必需的

课程长度
必需的

字幕
必需的

教师
必需的

找到最适合您目标的 Machine Learning 课程

  • 您将获得的技能: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Machine Learning, Data Analysis, Random Forest Algorithm

  • 您将获得的技能: Feature Engineering, Data Cleansing, Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Data Manipulation, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Predictive Analytics, Machine Learning Algorithms, Data Science, Python Programming

  • 状态:免费试用

    您将获得的技能: AWS Kinesis, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Scalability, Forecasting, Feature Engineering, Algorithms, Machine Learning, Technical Design, Data Analysis, Real Time Data, Predictive Modeling, Applied Machine Learning, Data Modeling

  • 状态:免费试用

    您将获得的技能: 统计建模, 预测建模, 监督学习, 抽样(统计), 机器学习, 回归分析, 分类与回归树 (CART), 功能工程, 预测分析, 数据处理, Matlab, 应用机器学习

  • 状态:免费试用

    Politecnico di Milano

    您将获得的技能: 机器学习算法, 监督学习, 无监督学习, 降维, 机器学习, 强化学习, 回归分析, Algorithm, 分类与回归树 (CART), 数据挖掘

  • 状态:新
    状态:免费试用

    您将获得的技能: AWS SageMaker, Computer Vision, Applied Machine Learning, Natural Language Processing, Machine Learning, Data Wrangling, Reinforcement Learning, Artificial Intelligence

  • 您将获得的技能: Data Visualization, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Supervised Learning, Predictive Analytics, Machine Learning, Human Resources, Decision Tree Learning, Employee Retention

  • 状态:免费

    您将获得的技能: Business Leadership, Strategic Leadership, Strategic Decision-Making, Business Transformation, Applied Machine Learning, Business Strategy, Data-Driven Decision-Making, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Technology Roadmaps

  • 状态:免费试用

    University of Illinois Urbana-Champaign

    您将获得的技能: Supervised Learning, Machine Learning, Applied Machine Learning, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Artificial Intelligence, Data Mining, Mobile Development, Human Computer Interaction, Natural Language Processing

  • 状态:新
    状态:预览

    您将获得的技能: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling, Algorithms

  • 您将获得的技能: Data Visualization, Keras (Neural Network Library), Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Data Cleansing, Machine Learning, Supervised Learning, Regression Analysis, Python Programming

  • 状态:免费试用

    Johns Hopkins University

    您将获得的技能: 数据管理, 数据分析, 预测建模, 统计推理, 机器学习, 数据驱动的决策制定, 数据科学, 项目设计, 软件工程, 性能指标

是什么让您今天来到 Coursera?

主要合作伙伴

  • Google Cloud
  • DeepLearning.AI
  • IBM
  • Packt
  • Duke University
  • Fundação Instituto de Administração
  • LearnQuest
  • Microsoft