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：预览Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Dimensionality Reduction, Graphing
状态：新状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis
状态：预览Hebrew University of Jerusalem
您将获得的技能: 操作系统, Virtual Machine, 软件设计, 计算机制图技术, 计算机工程, 计算机结构, 数据结构, 面向对象编程（OOP）, 系统编程, 计算机科学, 计算机编程, 软件架构, 计划发展, Algorithm
状态：新状态：免费试用您将获得的技能: Project Closure, Risk Mitigation, Project Risk Management, Project Planning, Business Communication
状态：免费试用Microsoft
您将获得的技能: 数据库系统, 数据存储, 云存储, NoSQL, 微软 Azure, 数据仓库, Power BI, 数据架构, MySQL, 数据处理, 云服务, 数据库管理员, 数据湖, SQL, 关系数据库, Azure 突触分析, 数据库, 数据库管理
状态：新状态：预览您将获得的技能: Data Dictionary, Data Quality, Data Management, Data Cleansing, Data Validation, Data Governance, Data Integrity, Case Studies, Communication Strategies, Stakeholder Communications, Cross-Functional Collaboration, Continuous Improvement Process
状态：预览École Polytechnique Fédérale de Lausanne
您将获得的技能: 投资组合管理, 衍生产品, 统计建模, 数学建模, 投资, 估算, 应用数学, 概率, 金融, 市场数据, 金融建模, 金融市场, 风险管理
状态：新您将获得的技能: Estimation, Conflict Management, Stakeholder Engagement
状态：新您将获得的技能: HTML and CSS, Bootstrap (Front-End Framework), Cascading Style Sheets (CSS), Responsive Web Design, Web Design and Development, Web Applications, Animations, UI Components, Typography, Maintainability, Javascript
状态：预览您将获得的技能: Deep Learning, Applied Machine Learning, Artificial Intelligence, Computer Vision, Image Analysis, Natural Language Processing, Model Evaluation, Exploratory Data Analysis, Interactive Data Visualization, Performance Tuning, Data Import/Export
状态：免费试用CertNexus
您将获得的技能: 数据叙事, 模型评估, 商业分析, 数据分析, 无监督学习, 数据迁移, 数据预处理, 业务重点, 利益相关者的参与, 项目范围界定, 数据操作, 统计分析, 数据清理, Jupyter, 分类算法, 机器学习, 探索性数据分析, 摘录, 数据可视化
状态：免费试用University of Colorado Boulder
您将获得的技能: 案例研究, 人工智能, 信息隐私, 多样性意识, 医疗保健伦理, 负责任的人工智能, 机器学习算法, 医疗隐私, 数据伦理, 数据安全, 道德标准与行为, Algorithm, 数据科学
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Foundational Mathematics for AI: Johns Hopkins University
- Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
- 从第一原理开始构建现代计算机：从 Nand 到俄罗斯方块第二部分（以项目为中心的课程）: Hebrew University of Jerusalem
- PM Phases: Initiate, Plan, Execute: Coursera
- 微软 Azure 数据基础 DP-900 考试准备: Microsoft
- Data Management: Dictionaries, Quality and Communication: Coursera
- 利率模型: École Polytechnique Fédérale de Lausanne
- Certified Scrum Master ( CSM ) Training – From Zero to CSM: Packt
- Mastering CSS with Sass and Bootstrap - Ace Your Interviews: Packt
- H2O Hydrogen Torch Starter Course: H2O.ai
