机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。
University of Maryland, College Park
您将获得的技能: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Generative AI, Convolutional Neural Networks, Transfer Learning, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Network Architecture, Computer Vision, Natural Language Processing, Model Deployment, Model Evaluation
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初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 文化多样性, 语言学习, 电子媒体, 扫盲, 英语, 广告, 语法, 媒体与传播, Facebook, 词汇, 社会影响
混合 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 文化, 写作, 同行评审, 语言学习, 语言能力, 研究, 西班牙语, 词汇, 语法, 写作与编辑, 口语理解, 口头表达
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Ethics, Data-Driven Decision-Making, Data Analysis, Analytical Skills, Business Analytics, Data Storytelling, Data Science, Communication, Stakeholder Communications, Workflow Management, Project Management, Machine Learning
高级设置 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Python 程序设计, 数据结构, 数据库, JSON, 网络服务, 关系数据库, 网页抓取, 数据可视化软件, 还原式 API, 数据库设计, 编程原则, 数据清理, Network Protocol(网络协议, SQL, 数据分析, 计算机编程, 数据处理, 交互式数据可视化, 可扩展标记语言(XML), 数据可视化
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初级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Health Technology, Analytics, Data Preprocessing, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Artificial Intelligence, Social Determinants Of Health, Home Health Care, Generative AI, Business Process Improvement
混合 · 课程 · 1-4 周

您将获得的技能: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 张力流, 模型评估, 人工神经网络, Keras(神经网络库), 迁移学习, 卷积神经网络, 深度学习
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: Python 程序设计, 数据叙事, Excel 公式, 微软Excel, 数据展示, 数据可视化软件, Plotly, 模型评估, 数据分析, 数据导入/导出, 生成式人工智能, 统计可视化, SQL, 仪表板, 数据可视化, 专业网络, 数据转换, 探索性数据分析, 交互式数据可视化, IBM Cognos 分析
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初级 · 专业证书 · 3-6 个月
University of Glasgow
您将获得的技能: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Information Privacy, Decision Support Systems, Health Informatics, Predictive Modeling, Artificial Intelligence, Human Centered Design, Data Security
中级 · 课程 · 1-4 周