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Duke University
您将获得的技能: 财务分析, 模型评估, 微软Excel, 商业分析, 数据分析, 商业风险管理, 预测分析, 预测建模, 数据驱动的决策制定, 分类算法
状态：新状态：免费试用您将获得的技能: Multi-Cloud, Enterprise Architecture, Cloud Computing Architecture, Capacity Management, Cloud Platforms, Data-Driven Decision-Making, Solution Architecture, Systems Architecture, Cloud Infrastructure, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Scalability, CI/CD, IT Security Architecture, Infrastructure As A Service (IaaS), Capacity Planning, Systems Analysis, Security Controls, Cost Containment, Blueprinting
状态：免费试用University of Colorado Boulder
您将获得的技能: Angular, 物理科学, 电气工程, 物理学, 微积分, 数学建模, 工程分析, 应用数学, 微分方程, 线性代数, 数值分析, 模拟, 高等数学
Google Cloud
您将获得的技能: 深度学习, Machine Learning 方法, 自然语言处理, 性能调整, 递归神经网络 (RNN), 人工神经网络
状态：新状态：预览Coursera
您将获得的技能: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making
状态：免费试用Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
状态：新状态：预览Deep Teaching Solutions
您将获得的技能: Differentiated Instruction, Willingness To Learn, Persistence, Learning Theory, Critical Thinking and Problem Solving
状态：免费试用Rice University
您将获得的技能: Python 程序设计, 开发环境, 集成开发环境, 计算机编程, 编程原则, 调试
状态：免费试用Intel
您将获得的技能: Artificial Intelligence, AI Enablement, Discussion Facilitation, Company, Product, and Service Knowledge, Responsible AI, Machine Learning, Data Analysis, Business Research, B2B Sales
状态：新状态：预览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
状态：免费试用Rice University
您将获得的技能: Python 程序设计, 图论, 理论计算机科学, 数据分析, 组合学, 生物信息学, 应用程序开发, 数据结构, 面向对象编程（OOP）, 计算思维, 用户界面（UI）, 概率, 大数据, 计算机编程, 事件驱动编程, 伪代码, 计划发展, Algorithm, 编程原则, 互动设计
状态：免费试用University of California San Diego
您将获得的技能: Python 程序设计, 图论, 理论计算机科学, 组合学, 数学建模, 应用数学, 计算思维, 运筹学, Algorithm
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 掌握 Excel 中的数据分析: Duke University
- Architect and Scale Robust Multi-Cloud AI Systems: Coursera
- 工程师量子力学: University of Colorado Boulder
- 注意机制: Google Cloud
- AppDynamics (Advanced): Coursera
- Foundations of Probability and Random Variables: Johns Hopkins University
- Making Math Click: Understand Math Without Fear: Deep Teaching Solutions
- Python 编程基础: Rice University
- AI Essentials : Intel
- Python from Scratch: Learn by Coding: JetBrains
