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 Toronto
您将获得的技能: 数据叙事, 空间数据分析, 数据操作, 定量研究, 数据 Compiler, ArcGIS, 数据建模, 排版, 数据映射, 地理空间制图, Query 语言, 数据可视化, 图像分析, 地理信息系统软件, 空间分析, 地理空间信息与技术, 全球定位系统, 地理信息系统, 设计元素和原则, 元数据管理
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 财务规划, 设定目标, 信用风险, 投资, 风险管理, 金融, 保险, 预算, 财务管理, 智能目标, 现金管理
状态：新状态：免费试用您将获得的技能: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Site Reliability Engineering, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, Incident Response, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization
状态：新状态：免费试用您将获得的技能: Motion Graphics, Performance Tuning, Virtual Environment, Layout Design
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
状态：新您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
状态：新您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
状态：新状态：免费试用Cisco Learning and Certifications
您将获得的技能: Session Initiation Protocols, System Configuration, Collaborative Software, Configuration Management, Network Administration, Telecommunications, Communication Systems, Systems Integration, Scalability, Digital Communications
状态：免费试用Columbia University
您将获得的技能: 图论, 机器学习算法, 计算机视觉, 数学建模, 可视化（计算机制图）, 医学影像, 图像质量, 自动化工程, 计算机图形学, 无监督学习, 降维, 虚拟现实, 电子元件, 摄影, 图像分析, 估算, 人工神经网络, Algorithm, 色彩理论, 三维建模
状态：预览Peking University
您将获得的技能: Bioinformatics, Molecular Biology, Computational Thinking, Biology, Data Analysis Software, Machine Learning Algorithms, Data Processing
状态：预览Edureka
您将获得的技能: Data Transformation, Machine Learning Methods
状态：新您将获得的技能: Empowerment, Coaching, Personal Development, Optimism, Accountability, Journals, Positivity, Mentorship, Lifelong Learning, Self-Awareness, Empathy, Resilience, Goal Setting, Relationship Building, Creativity
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 地理信息系统、制图和空间分析: University of Toronto
- 年轻人的财务规划: University of Illinois Urbana-Champaign
- AI Security: Security in the Age of Artificial Intelligence: Coursera
- Finalizing the Factory Model & Animating the Scene: Packt
- Clustering Analysis: University of Colorado Boulder
- Apache Airflow Best Practices: Packt
- Product Intelligence: Unlock Insights for Product Success: Coursera
- On-Premises Applications and Media Resources: Cisco Learning and Certifications
- 计算机视觉的基本原理: Columbia University
- Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
