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: Programmable Logic Controllers, Real-Time Operating Systems, Program Development, Human Machine Interfaces, Automation, System Monitoring, Simulations
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 概率与统计, 数学建模, 制图, 应用数学, 代数, 算术
初级 · 课程 · 1-3 个月

University of Toronto
您将获得的技能: 机器控制, 图论, 自动化, 计算机视觉, Networking 路由器, 数学建模, 估算, 控制系统, 机器人, Algorithm, 应用数学, 预测建模, 数据映射, 空间数据分析, 交通流优化
高级设置 · 课程 · 1-3 个月

您将获得的技能: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 沟通, 业务沟通, 说服沟通, 信息架构, 科学方法, 口头表达, 批判性思维, 研究, 案例研究, 分析, 样本量的确定, 图表设计, 抽样(统计), 写作, 逻辑推理, 概率, 演绎推理, 相关性分析, 互动学习
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 生成式人工智能, Google 云端平台, 机器学习, Prompt Engineering, LLM 申请, 监督学习, 人工智能和机器学习(AI/ML), 人工智能, 大型语言模型, 多模式 Prompt
中级 · 课程 · 1-3 个月

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

École Polytechnique
您将获得的技能: 物理学, 实验室研究, 应用数学, 密码学, 新兴技术, 实验, 工程学, 电磁学
混合 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Embeddings, Database Systems, LLM Application, Databases, Data Storage Technologies, NoSQL, AI Enablement, Large Language Modeling, Database Management, AI Personalization, Generative AI Agents, Database Architecture and Administration, Applied Machine Learning, Information Management, Generative AI
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Marketing Automation, AI Personalization, Marketing Effectiveness, Marketing, Content Marketing, Marketing Strategies, MarTech, Advertising Campaigns, Agentic Workflows, AI Enablement, Marketing Analytics, Customer Relationship Management, Data-Driven Decision-Making, Social Media Management, Customer experience improvement
中级 · 课程 · 1-4 周