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: 风险管理, 信息技术, 软件设计, 计算机硬件, 团队建设, 用户故事, Kanban 原则, 敏捷项目管理, 冲刺计划, Agile 方法论, 软件开发生命周期, 积压工作, 沟通, Scrum(软件开发), 敏捷软件开发, 软件开发方法, 软件架构, 管理团队, 冲刺回顾, Devops
初级 · 专业证书 · 3-6 个月

您将获得的技能: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, AI Workflows, Application Deployment, Kubernetes, Agentic Workflows, Azure Active Directory, System Monitoring, LangChain, Generative AI Agents, Microservices, Microsoft Azure, Artificial Intelligence, Distributed Computing, Serverless Computing, Natural Language Processing, Reinforcement Learning
中级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: Prompt Engineering, 改善客户体验, AI 产品战略, 原型设计, 创造力, 利益攸关方沟通, 人工智能, 生成式人工智能, 产品生命周期管理, 技术产品管理, LLM 申请, 商业化, 团队建设, Google 双子座, ChatGPT, 提示模式, 产品管理, 负责任的人工智能, 投资回报, 人工智能和机器学习(AI/ML)
中级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: AI Product Strategy, Sprint Retrospectives, Backlogs, Agile Product Development, Agile Software Development, Stakeholder Communications, Agile Methodology, Responsible AI, Generative AI, Kanban Principles, Product Roadmaps, Virtual Teams, Information Technology, Agile Project Management, Computer Hardware, Product Strategy, Product Management, ChatGPT, Stakeholder Management, Sprint Planning
初级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning
中级 · 指导项目 · 不超过 2 小时

University of Virginia
您将获得的技能: 创新, 商业分析, 持续交付, 用户故事, 新产品开发, 客户分析, 团队建设, 敏捷项目管理, Agile 方法论, 设计思维, 产品测试, 团队管理, 敏捷软件开发, 团队领导, 敏捷产品开发, 可用性测试, 产品管理, 分析, 团队绩效管理, Devops
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 机器学习, Data Governance, 信息隐私, 个人身份信息, 数据伦理, 数据完整性, 人工智能, 数据安全, 预测建模, 脆弱性评估, 负责任的人工智能, AI 安全
中级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Information Privacy, Decision Support Systems, Health Informatics, Predictive Modeling, Artificial Intelligence, Human Centered Design, Data Security
中级 · 课程 · 1-4 周

您将获得的技能: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning
中级 · 专项课程 · 3-6 个月