自动化学徒课程
自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。
自动学徒课程和通用证书
您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming
状态：免费试用LearnQuest
您将获得的技能: Continuous Delivery, Test Driven Development (TDD), Unit Testing, Continuous Deployment, Continuous Integration, Agile Methodology, Test Automation, Code Review, Maintainability, Software Development, Mockups, Software Development Methodologies, Test Case, Development Testing, Software Testing, Testability, Debugging, Python Programming, Version Control
状态：免费试用Duke University
您将获得的技能: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability
状态：免费试用Edureka
您将获得的技能: 生成对抗网络 (GAN), 应用机器学习, 自动编码器
状态：免费试用您将获得的技能: Product Lifecycle Management, Product Planning, Product Strategy, Product Management, AI Product Strategy, Product Improvement, Strategic Planning, Business Strategy, Technology Strategies, Innovation, Project Implementation, Change Management, Competitive Analysis
状态：免费您将获得的技能: Object Oriented Design, Microsoft Copilot, Game Design, Software Design, Application Design, Unit Testing, Python Programming, AI Enablement, GitHub, Development Environment, Debugging
您将获得的技能: Digital pedagogy, Education Software and Technology, digital literacy, Collaborative Software
状态：免费试用Johns Hopkins University
您将获得的技能: 健康信息管理, 卫生政策, 技术交流, 系统分析, 研究设计, 公共卫生, 卫生系统, 可扩展性, 数据质量
状态：预览S.P. Jain Institute of Management and Research
您将获得的技能: Product Strategy, Strategic Marketing, Marketing Management, Marketing Strategies, Consumer Behaviour, Target Market, Marketing Communications, Product Lifecycle Management, Integrated Marketing Communications, Marketing Analytics, Brand Strategy, Marketing Channel, Market Analysis, Price Negotiation, Value Propositions
状态：免费试用您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
状态：免费试用University of Colorado Boulder
您将获得的技能: 回归分析, 微积分, 逻辑回归, 模型评估, 数据分析, 预测建模, 数学建模, 数据伦理, R 语言程序设计（中文版）, 概率分布, 机器学习, 线性代数, 统计推理, 统计建模, 统计方法
状态：免费试用您将获得的技能: Back-End Web Development, Server Side, Middleware, Authentications, API Design, Application Programming Interface (API), User Accounts, Databases, JavaScript Frameworks, Scalability, GitHub, Development Environment, Data Validation
总之，以下是 10 最受欢迎的 machine learning 课程
- Basic Statistics in Python (Correlations and T-tests): Coursera
- Test-Driven Development: LearnQuest
- Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
- 生成式人工智能基础: Edureka
- What is Product Lifecycle Management?: Coursera
- Github Copilot with Python: Creating Text Games: Coursera
- Create Student Books with Book Creator: Coursera
- 加强卫生系统的计划设计与评估: Johns Hopkins University
- Marketing Management: S.P. Jain Institute of Management and Research
- Data Structures and Algorithms: The Complete Masterclass: Packt
