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: AI Security, LLM Application, Cyber Security Assessment, Large Language Modeling, Continuous Monitoring, Security Testing, Responsible AI, Threat Modeling, Vulnerability Assessments, Prompt Engineering, Security Controls, Penetration Testing, Vulnerability Scanning, Security Strategy, AI Personalization, Scenario Testing, System Implementation
中级 · 课程 · 1-4 周

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

University of Alberta
您将获得的技能: 项目管理, 业务要求, 风险管理框架, 需求征询, 项目规划, 软件开发生命周期, 冲刺回顾, 功能要求, 需求分析, 项目风险管理, 风险管理, 需求管理, Kanban 原则, Scrum(软件开发), Agile 方法论, 冲刺计划, 软件技术审查, 产品管理, 软件开发方法, 敏捷软件开发
初级 · 专项课程 · 3-6 个月

Universidad Austral
您将获得的技能: Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Unsupervised Learning, Algorithms, Supervised Learning
初级 · 课程 · 1-4 周

您将获得的技能: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, SQL, 数据可视化软件, 面向对象编程(OOP), 数据建模, 网页抓取, 数据库, 地理信息系统, 数据处理, 应用编程接口 (API), 关系数据库, 数据库设计
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 拥抱的脸, MLOps(机器学习 Operator), 负责任的人工智能, 数据湖, 数据分析, 数据管道, 生成式人工智能, 大型语言模型, 模型部署, Apache Spark, 数据科学, 机器学习, LLM 申请, 摘录, 数据库, 数据转换
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Keras (Neural Network Library), Tensorflow, Transfer Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 计算机安全事件管理, Encryption, 防火墙, 应用安全, 密码协议, 威胁检测, 安全需求分析, 安全 Code, 身份和访问管理, 数据安全, 高级加密标准(AES), 端点安全, 公钥基础设施, 网络攻击, 密码学, 网络安全, 计算机安全意识培训, Network Security, 网络安全战略, 信息技术
初级 · 专项课程 · 3-6 个月

Universidad de los Andes
您将获得的技能: Community and Social Work, digital literacy, Social and Human Services, Law, Regulation, and Compliance, Digital Communications, Socioeconomics, International Relations, Interactive Learning
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing
中级 · 课程 · 1-4 周