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：免费试用您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 业务建模, 创新, 创造性思维, 战略决策, 技术战略, 构思, 管理团队, 新产品开发, 协作, 创业融资, 团队管理, 业务规划, 认知灵活性, 创造性地解决问题, 价值主张, 战略规划, 创业, 开放的心态, 战略思维, 创造力
状态：免费试用Johns Hopkins University
您将获得的技能: 应用数学, 数据分析, 代数, R（软件）, 微积分, 制图, 普通数学, 数学建模
状态：新状态：免费试用您将获得的技能: Real Time Data, Data Pipelines, Data Transformation, Data Integration, Data Processing, Extract, Transform, Load, Power BI, Data Lakes, PySpark, Apache Spark, Data Quality, Data Governance, Analytics
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：新状态：免费试用您将获得的技能: Service Level Agreement, Contract Review, Supplier Management, Supplier Relationship Management, Contract Management, Risk Mitigation
状态：免费试用Google Cloud
您将获得的技能: User Provisioning, Data Governance, Google Workspace, Data Loss Prevention, Gmail, User Accounts, Google Gemini, Information Management, Email Security, Data Management, Data Security, Document Management, Identity and Access Management, Mobile Security, Records Management, Data Storage, Security Management, Cloud Security, Group Policy, Technical Support
状态：新状态：免费试用您将获得的技能: Containerization, Docker (Software), Cloud Computing Architecture, Microservices, Amazon Redshift, Analytics, Cloud Infrastructure, Software Architecture, Systems Architecture, Redis, Event-Driven Programming
状态：新状态：免费试用您将获得的技能: AI Workflows, OpenAI API, LLM Application, OpenAI, Model Context Protocol, Generative AI Agents, Agentic systems, Tool Calling, Prompt Engineering, ChatGPT, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Context Management, Large Language Modeling, Python Programming, Development Environment, Application Deployment, Debugging
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据管道, 数据分析, 探索性数据分析, 模型评估, 数据建模, 数据仓库, 数据预处理, 数据挖掘, 数据管理, Data Management, 数据清理, 数据转换, 应用机器学习, 数据质量
状态：新状态：免费试用您将获得的技能: Apache Kafka, Apache Hadoop, JSON
状态：新您将获得的技能: Cloud Security, Encryption, Network Security, Cloud Platforms, AI Security, Identity and Access Management, DevSecOps, Cloud Computing, Cloud Infrastructure, Infrastructure Security, Zero Trust Network Access, IT Security Architecture, Amazon S3, Data Security, Multi-Cloud, Data Storage, AWS Identity and Access Management (IAM), Microsoft Azure, Cloud Storage, Data Encryption Standard
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Clean, Analyze, and Visualize Your Data: Coursera
- 创新：从创意到创业: University of Illinois Urbana-Champaign
- 前微积分：关系与函数: Johns Hopkins University
- Microsoft Fabric: Ingest and Transform Data: Whizlabs
- Data Management: Dictionaries, Quality and Communication: Coursera
- Draft Commercial Contracts: Checklists: Coursera
- Google Workspace Administrator: Google Cloud
- Advanced AWS Architecture, Scaling & Automation: Packt
- Design AI Agents with OpenAI AgentKit: Edureka
- 数据挖掘管道: University of Colorado Boulder
