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。

Yonsei University
您将获得的技能: 语法, 语言能力, 写作, 文化, 扫盲, 词汇
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Machine Learning Algorithms, Text Mining, Data Manipulation, Unsupervised Learning, Model Evaluation, Data Preprocessing, Classification Algorithms
混合 · 课程 · 1-4 周

Microsoft
您将获得的技能: 负责任的人工智能, 计算机视觉, 回归分析, 无监督学习, 人工智能和机器学习(AI/ML), AI 赋能, 分类算法, AI 工作流程, 机器学习, MLOps(机器学习 Operator), 模型部署, 异常检测, 自然语言处理, 预测建模, 无代码开发, 数据伦理, 微软 Azure, 应用机器学习, 图像分析, 人工智能
初级 · 专项课程 · 3-6 个月

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
中级 · 指导项目 · 不超过 2 小时

Deep Teaching Solutions
您将获得的技能: Productivity, Lifelong Learning, Learning Strategies, Time Management, Willingness To Learn, Mental Concentration, Problem Solving, Overcoming Obstacles, Creative Thinking, Persistence, Cognitive flexibility, Stress Management, Planning
初级 · 课程 · 1-3 个月

您将获得的技能: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Data Preprocessing, Model Evaluation, Customer Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Development Environment, Predictive Analytics, Pandas (Python Package), Data Cleansing
混合 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Computer Vision, Model Evaluation, Convolutional Neural Networks, Deep Learning, Amazon Elastic Compute Cloud, Transfer Learning, Image Analysis, Amazon Web Services, Artificial Neural Networks, Keras (Neural Network Library), Model Deployment, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Data Preprocessing, Classification Algorithms, Application Development, Python Programming, Network Architecture
初级 · 专项课程 · 1-3 个月

您将获得的技能: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI
中级 · 专项课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Bayesian Statistics, Probability & Statistics
混合 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: A/B 测试, 制定基准, 模型评估, 电子表格软件, 降维, 业务指标, 机器学习, 绩效衡量, 机器学习算法, 分析, 预测分析, 分类学, 预测建模, 决策支持系统, 探索性数据分析, Data Validation, 数据收集, 应用机器学习, AI 个性化服务, 性能指标
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 语法, 英语, 写作, 同行评审, 编辑, 校对
混合 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Machine Learning 方法, Python 程序设计, 生成对抗网络 (GAN), 无监督学习, 健康信息学, 卷积神经网络, 递归神经网络 (RNN), 深度学习, 图论, 医疗保健项目管理, 预测建模, 人工神经网络, 应用机器学习, 图像分析, 自动编码器
高级设置 · 课程 · 1-4 周