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。

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月
多位教师
您将获得的技能: 用户界面(UI), 单元测试, 数据分析, 计算机编程, 事件驱动编程, 软件设计, 数据结构, Java 编程, Algorithm, 交互式数据可视化, 调试, 文件输入/输出, 密码学, Java, 面向对象设计, 软件工程, JUnit, 解决问题, 面向对象编程(OOP), 性能调整
初级 · 专项课程 · 3-6 个月

Cisco Learning and Certifications
您将获得的技能: Virtual Private Networks (VPN), Firewall, Session Initiation Protocols, Remote Access Systems, Network Security, Network Architecture, Network Routing, Interoperability, Network Protocols, Telecommunications, Encryption, Communication Systems, Infrastructure Architecture, Scalability
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Context Protocol, AI Security, Scalability, Software Architecture, Servers, Interoperability, System Design and Implementation, API Design, Enterprise Security, Real Time Data, Performance Tuning
高级设置 · 课程 · 1-4 周

CertNexus
您将获得的技能: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Responsible AI, AI Security, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality
混合 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, Context Management, User Interface (UI), Vector Databases, Debugging
高级设置 · 课程 · 1-3 个月

University of Cape Town
您将获得的技能: 回归分析, 统计假设检验, 定量研究, 统计可视化, 描述性统计, 数据操作, 深度学习, 绘图(图形), 机器学习, 生物统计学, 统计编程, 统计分析, 数据扫盲
初级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Predictive Modeling, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Analysis, Machine Learning, Model Evaluation, Model Deployment, Interactive Data Visualization, Data Import/Export, Virtual Environment
中级 · 课程 · 1-3 个月

Columbia University
您将获得的技能: 风险管理, 股票, 数学建模, 投资组合管理, 期货交易所, 概率分布, 资本市场, 概率, 证券(金融), 应用数学, 衍生产品, 金融市场, 现金流量, 金融建模
中级 · 课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 一般科学与研究, 道德标准与行为, 研究, 科学方法, 文化多样性, 护理, 生物学, 应用行为分析, 行为管理, 非语言交流
混合 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Oracle Cloud, Large Language Modeling, AI Enablement, Artificial Intelligence, Supervised Learning, Prompt Engineering, Deep Learning, Machine Learning, Artificial Neural Networks, Unsupervised Learning, Computer Vision, Natural Language Processing, Recurrent Neural Networks (RNNs)
初级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Network Troubleshooting, Dynamic Host Configuration Protocol (DHCP), Wide Area Networks, Network Support, Network Performance Management, Network Administration, System Configuration, System Monitoring, Network Protocols, Network Planning And Design, Telecommunications, Network Routing, Communication Systems, Endpoint Security, Capacity Management, Application Performance Management, Configuration Management, Scalability, Service Management
初级 · 课程 · 1-3 个月