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
Ball State University
您将获得的技能: Data Ethics, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Database Systems, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, R Programming, Artificial Intelligence, Natural Language Processing
IIT Roorkee
您将获得的技能: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule
状态：新状态：免费试用您将获得的技能: Role-Based Access Control (RBAC), Application Deployment, Cloud Deployment, Content Management Systems, Continuous Deployment, Web Development Tools, Restful API, Package and Software Management, Application Programming Interface (API), Node.JS, Server Administration, GitHub, Configuration Management, Systems Administration, UI Components
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
University of Huddersfield
您将获得的技能: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
University of Illinois at Urbana-Champaign
University of London
您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
University of Colorado Boulder
您将获得的技能: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Cost Management
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Master of Science in Data Science: Ball State University
- Executive MBA: IIT Roorkee
- Strapi Plugin Development, Admin Customization, & Deployment: Packt
- Value Chain Management Graduate Certificate: University of Illinois at Urbana-Champaign
- Master of Business Administration (iMBA): University of Illinois at Urbana-Champaign
- Master of Data Science: University of Pittsburgh
- BSc Data Science: University of Huddersfield
- Master of Science in Computer Science: University of Colorado Boulder
- Master of Engineering in Engineering Management: University of Colorado Boulder
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
