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 Michigan
您将获得的技能: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
状态：免费试用Microsoft
您将获得的技能: Virtual Machine, 防火墙, 计算机网络, 微软 Azure, 网络监控, 数字化转型, 虚拟化, 人工智能和机器学习（AI/ML）, 云计算, Network Security, 网络基础设施, 网络安全
状态：免费试用您将获得的技能: Prompt Engineering, Brainstorming, Email Automation, AI Enablement, Concision, Large Language Modeling, Business Writing, Productivity, Organizational Skills
状态：预览Universidad de los Andes
您将获得的技能: Artificial Intelligence, Reinforcement Learning, Computer Vision, Machine Learning, Semantic Web, Natural Language Processing, Embedded Systems, Responsible AI, Data Ethics, Supervised Learning, Artificial Neural Networks, Deep Learning
状态：预览Northeastern University
您将获得的技能: Generative AI, Large Language Modeling, Supervised Learning, Applied Machine Learning, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, Data Ethics, AI Personalization, Predictive Analytics, Precision Medicine, Health Informatics
状态：新状态：免费试用您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
状态：新状态：免费试用您将获得的技能: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Data Quality, Data Pipelines, Software Architecture, Data Integration, Cloud Storage, Data Storage, Failure Analysis, Data Processing, Dependency Analysis, Real Time Data
状态：新状态：预览National Taiwan University
您将获得的技能: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness
状态：免费试用IBM
您将获得的技能: Python 程序设计, 前端网络开发, 应用程序部署, 软件设计, 统一模型语言, 开发环境, 软件设计模式, 编程原则, 软件开发生命周期, 软件文档, 软件架构, 软件工程, 后端网站开发, 网络应用, 软件开发工具, 软件开发, 软件开发方法, 计算机编程
状态：新状态：免费试用您将获得的技能: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)
状态：免费试用Politecnico di Milano
您将获得的技能: 深度学习, Machine Learning 方法, 嵌入式系统, 云平台, 物联网, 数据中心, 硬件架构, AI 赋能, 信息技术, 人工智能, 云计算
状态：预览Tecnológico de Monterrey
您将获得的技能: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Digital pedagogy, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Computational Thinking, Applied Mathematics, Derivatives
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Decoding AI: A Deep Dive into AI Models and Predictions: University of Michigan
- 网络和云计算入门: Microsoft
- Design Prompts for Everyday Work Tasks: Google
- Introducción a la inteligencia artificial contemporánea: Universidad de los Andes
- AI Innovation in Healthcare: Northeastern University
- Evaluate & Optimize LLM Performance: Coursera
- Architect and Optimize GenAI Data Systems: Coursera
- AI 時代人類的獨特性（The Uniqueness of Human Beings in The Age of AI）: National Taiwan University
- 软件工程概论: IBM
- Building LLMs with Hugging Face and LangChain: Edureka
