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。

您将获得的技能: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Data Preprocessing, Data Processing, Regression Analysis
初级 · 课程 · 1-4 周
您将获得的技能: AI Security, Application Security, Secure Coding, DevSecOps, Threat Modeling, Vulnerability Scanning, Vulnerability Assessments, AI Personalization, Continuous Integration, Open Source Technology, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Dependency Analysis, Analysis, Program Implementation, Supply Chain
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Model Evaluation, User Feedback, Machine Learning, Performance Analysis, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据伦理, 探索性数据分析, 生成式人工智能, 负责任的人工智能, 机器学习, 数据战略, AI 赋能, 应用机器学习, Machine Learning 方法, 数据质量
中级 · 课程 · 1-4 周

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

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Ethics, Recurrent Neural Networks (RNNs), Responsible AI, Convolutional Neural Networks, Data Science, Classification Algorithms
初级 · 课程 · 1-3 个月
Coursera
您将获得的技能: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 客户洞察, 改善客户体验, AI 个性化服务, 推动参与, 营销分析, 机器学习, 欺诈检测, 数据驱动的决策制定, AI 赋能, 数据科学, 信用风险, 大数据, 市场数据, 人工智能, 零售银行, 风险管理, 数字化转型, 财务数据, 分析
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Convolutional Neural Networks, Machine Learning Methods, Applied Machine Learning, Network Architecture
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Engineering Management, Program Implementation, Business Analytics
初级 · 专项课程 · 3-6 个月

您将获得的技能: Real Time Data, Model Deployment, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning
中级 · 课程 · 1-4 周