应用机器学习课程
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。
热门应用机器学习课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: 电气工程, 物理学, 数学建模, 数值分析, Angular, 微积分, 工程分析, 模拟, 物理科学, 微分方程, 应用数学, 线性代数, 高等数学
状态：免费试用University of California, Irvine
您将获得的技能: 新兴技术, 教育软件和技术, 数字通信, 数字教学法, 教学, 学习管理系统, 网页内容无障碍指南, 虚拟环境
状态：新状态：免费试用您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
状态：免费试用Coursera
您将获得的技能: Project Management Software, Program Management, Responsible AI, AI Product Strategy, Planning, Engineering Management, Generative AI, Timelines, Engineering Software, Risk Analysis, Resource Management, Prompt Engineering, Analytics, Large Language Modeling, Stakeholder Communications, Machine Learning, Model Evaluation
状态：新状态：免费试用Scrimba
您将获得的技能: Prompt Engineering, Responsive Web Design, Node.JS, Command-Line Interface, TypeScript, Unit Testing, SQL, HTML and CSS, Web Content Accessibility Guidelines, Typography, Cascading Style Sheets (CSS), Ajax, React.js, User Interface and User Experience (UI/UX) Design, Hypertext Markup Language (HTML), JavaScript Frameworks, JSON, Generative AI, Database Design, UI Components
状态：免费试用Johns Hopkins University
您将获得的技能: 微积分, 数据分析, 数学建模, 代数, R（软件）, 应用数学, 制图, 普通数学
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: 数据操作, 模型评估, Pandas（Python 软件包）, 数据导入/导出, 财务分析, 回归分析, 概率与统计, 财务数据, 金融交易, 统计推理, Python 程序设计, 风险分析, 金融建模, 统计分析, Jupyter, 数据可视化
MongoDB Inc.
您将获得的技能: 数据操作, 机器学习, 数据分析, 数据预处理, NoSQL, 数据迁移, Query 语言, 数据结构, 数据转换, MongoDB, 网络分析
状态：预览National Taiwan University
您将获得的技能: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis
状态：新状态：免费试用您将获得的技能: QuickBooks (Accounting Software), Vendor Management, Inventory and Warehousing, Accounting Software, Customer Data Management, Financial Analysis, Billing & Invoicing, Sales Management, Financial Reporting, Expense Management, Payroll, Accounts Payable, Bookkeeping, Cash Flows, Accounts Receivable
状态：新状态：免费试用您将获得的技能: OAuth, JSON, Data Wrangling, Application Programming Interface (API), Extract, Transform, Load, Secure Coding, Application Security
状态：新您将获得的技能: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 工程师量子力学: University of Colorado Boulder
- 虚拟教学的基础: University of California, Irvine
- Analyze Timelines: Conquer Project Bottlenecks: Coursera
- GenAI for Program Managers: Coursera
- Fullstack Development: Scrimba
- 前微积分：关系与函数: Johns Hopkins University
- 用于财务分析的 Python 和统计: The Hong Kong University of Science and Technology
- MongoDB 聚合框架: MongoDB Inc.
- 機器人學一 (Robotics (1)): National Taiwan University
- Master QuickBooks Pro: Manage and Optimize Finances: EDUCBA
