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：新状态：预览您将获得的技能: Performance Testing, Vector Databases, Performance Tuning, Query Languages, SQL, Application Performance Management, Benchmarking, System Monitoring, Secure Coding
状态：预览Johns Hopkins University
您将获得的技能: 脚本, 云计算, 命令行界面, Unix, 版本控制, Linux, 文件管理, 乌班图, Unix 命令, Mac OS, 脚本语言, Git（版本控制系统）, 编程原则, GitHub, Bash（脚本语言）, 外壳脚本
状态：免费试用您将获得的技能: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Vector Databases, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Dataflow, Data Integration, Data Management
状态：新状态：免费试用MedCerts
您将获得的技能: Information Management, Care Coordination, Health Care Administration, Data Ethics, Healthcare Ethics, Medical Coding, Data Storage, Interoperability
状态：新状态：免费试用您将获得的技能: Data Ethics, No-Code Development, Model Deployment, Data Cleansing, Data Preprocessing, Artificial Intelligence, Machine Learning, Business Metrics, Data Storytelling, User Experience Design, Generative AI, Business Analytics, Regulation and Legal Compliance, AI Workflows, Scalability, Data Validation, Dashboard, Automation, Stakeholder Engagement
MongoDB Inc.
您将获得的技能: 数据分析, 数据预处理, 数据结构, NoSQL, 数据操作, 数据转换, MongoDB, Query 语言, 数据迁移, 机器学习, 网络分析
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
状态：免费试用University of Michigan
您将获得的技能: 财务分析, 微软Excel, 投资组合管理, 投资组合风险, 投资, 企业财务, 资本预算编制, 按揭贷款, 风险分析, 股票, 市场数据, 证券（金融）, 金融建模, 金融, 现金流量, 贷款, 商业估值, 财务预测, 风险管理, 金融报表
状态：免费试用您将获得的技能: LangChain, Tool Calling, LLM Application, AI Workflows, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development
状态：免费试用Meta
您将获得的技能: Python 程序设计, 云托管, 软件测试, 开发环境, 单元测试, 数据结构, 面向对象编程（OOP）, 测试驱动开发（TDD）, 调试, 集成开发环境, 编程原则, 计算机编程, Django （网络框架）
状态：新状态：免费试用您将获得的技能: Dashboard, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Process Mapping, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
状态：新状态：免费试用您将获得的技能: Peer Review, Technical Communication, Agile Methodology, Engineering Management, Decision Making, AI Product Strategy
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Optimize SQL and Vector Search Parameters: Coursera
- Unix 工作台: Johns Hopkins University
- DeepLearning.AI Data Engineering: DeepLearning.AI
- Electronic Health Records: MedCerts
- Foundations of No-Code AI for Real-World Applications: LearnQuest
- MongoDB 聚合框架: MongoDB Inc.
- Mergers & Acquisitions Graduate Certificate: University of Illinois at Urbana-Champaign
- 战略决策的基础金融: University of Michigan
- Fundamentals of Building AI Agents: IBM
- 用 Python 编程: Meta
