应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Regulatory Requirements, Lending and Underwriting, Compliance Management, Mortgage Loans, Commercial Lending, Credit Risk, Risk Management, Consumer Lending, Quality Control, AI Enablement, Decision Making, Predictive Analytics, Machine Learning, Artificial Intelligence
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Prompt Engineering, Large Language Modeling, Database Design, LLM Application, Software Documentation, Software Design Patterns, Collaborative Software, Software Testing, OpenAI API, Application Design, Generative AI, Database Management, AI Enablement, Code Review, Software Architecture, System Design and Implementation, Dependency Analysis, Software Engineering, Software Development, Machine Learning
初级 · 专业证书 · 1-3 个月

您将获得的技能: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
中级 · 指导项目 · 不超过 2 小时

University of Toronto
您将获得的技能: 机器控制, 深度学习, 自动化, 全球定位系统, 计算机视觉, 卷积神经网络, 估算, 机器人, 控制系统, 嵌入式软件, Networking 路由器, 模拟, 安全保障, 软件架构, 图像分析, 交通流优化, Machine Learning 方法, 系统架构, 人工神经网络, 硬件架构
高级设置 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 机器学习, 新兴技术, 改善客户体验, 自动化, 市场趋势, 实时数据, 商业地产, 保险, 人工智能, 金融科技, 财产和房地产, 欺诈检测, 案例研究, 金融销售, 市场分析, 房地产
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, AI Personalization, Data Ethics, Responsible AI, Rehabilitation, Precision Medicine, Athletic Training, Injury Prevention, Augmented and Virtual Reality (AR/VR), Artificial Intelligence, Health Systems, Exercise Science, Health Technology, Healthcare Ethics, Emerging Technologies, Real Time Data, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management
初级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings
中级 · 专项课程 · 3-6 个月

University of Virginia
您将获得的技能: 企业战略, 改善客户体验, 机器学习算法, 数据驱动的决策制定, 数字化营销, 营销, 人工智能, 营销策略, AI 赋能, 案例研究, 营销分析, 网络分析, 客户参与, 竞争分析, 数字化转型
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 课程开发, 分析, 多样性与包容性, 教学和课程设计, 学习理论, 需求评估, 培训与发展, 教育与培训, 教学设计
混合 · 课程 · 1-3 个月

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)
攻读学位
中级 · 专业证书 · 3-6 个月