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。

University of Cape Town
您将获得的技能: 终身学习, 课程规划, 护理协调, 患者教育与支持, 家庭支持, 特殊教育, 宣传, 残疾, 培训计划, 教学策略, 与儿童一起工作, 儿童发展, 人类学习, 护理
初级 · 课程 · 1-4 周

您将获得的技能: Serverless Computing, API Gateway, Extensible Markup Language (XML), JSON, Amazon Web Services, Cloud Deployment, Cloud Development, Application Programming Interface (API), Cloud Applications, Restful API, Data Processing, Data Transformation
初级 · 课程 · 1-4 周

您将获得的技能: 大型语言模型, 模型评估, 分类算法, 嵌入, 数据预处理, PyTorch(机器学习库), 自然语言处理, 递归神经网络 (RNN), 迁移学习, 数据伦理, 生成式人工智能, 功能工程, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: React.js, Bootstrap (Front-End Framework), Web Applications, UI Components, Full-Stack Web Development, Web Development Tools, Authentications, Front-End Web Development, HTML and CSS, Cascading Style Sheets (CSS), Authorization (Computing), Application Programming Interface (API), User Interface (UI), Javascript, Microsoft Azure, Network Routing, Event-Driven Programming, User Interface (UI) Design, Data Validation, Debugging
中级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Dashboard, Issue Tracking, Data Visualization, Microsoft Excel, Project Management Software, Project Schedules, Key Performance Indicators (KPIs), Agile Project Management, Project Management, Workflow Management, Analysis, Data Management
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 创造性思维, 创业, 管理团队, 协作, 价值主张, 业务建模, 创新, 构思, 战略决策, 战略思维, 团队管理, 创业融资, 业务规划, 创造力, 认知灵活性, 开放的心态, 技术战略, 创造性地解决问题, 战略规划, 新产品开发
攻读学位
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, AI Workflows, Productivity Software, AI Security, Unstructured Data, Tool Calling, Data Literacy, Artificial Intelligence, Cloud Computing, Collaboration
初级 · 专业证书 · 3-6 个月

Alex Genadinik
您将获得的技能: AI Personalization, Video Production, Video Editing, Content Creation, Artificial Intelligence, Animations, Multimedia, TikTok, Natural Language Processing, Scripting
混合 · 课程 · 1-4 周

JetBrains
您将获得的技能: Integrated Development Environments, File I/O, Software Development Tools, Python Programming, Development Environment, Data Structures, Computer Programming, Programming Principles, Scripting, Code Review, Data Processing, NumPy, Computational Thinking, Software Installation, Numerical Analysis
初级 · 课程 · 1-3 个月

CertNexus
您将获得的技能: Application Security, Human Factors (Security), Secure Coding, Open Web Application Security Project (OWASP), Vulnerability, Computer Security, Vulnerability Management, Vulnerability Assessments, Data Security, Security Strategy, Security Controls, Cyber Security Strategy, Application Design, Computer Programming, Design, Python Programming, Javascript, Design Strategies, JavaScript Frameworks, Node.JS
混合 · 课程 · 1-4 周

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月