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: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
状态：免费试用Universidad de los Andes
您将获得的技能: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric
状态：免费试用DeepLearning.AI
您将获得的技能: 深度学习, 分布式计算, 张力流, 性能调整, Keras（神经网络库）
状态：免费试用University of Glasgow
您将获得的技能: Matlab, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Ideation, Verification And Validation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
状态：预览University of London
您将获得的技能: Applied Machine Learning, Model Evaluation, Artificial Intelligence, Machine Learning, Computer Vision, Data Preprocessing
状态：免费试用Imperial College London
您将获得的技能: 深度学习, 迁移学习, 数据管道, 卷积神经网络, 张力流, 模型评估, 嵌入, 递归神经网络 (RNN), Keras（神经网络库）, 自然语言处理
状态：免费试用状态：人工智能技能IBM
您将获得的技能: Python 程序设计, Linux 命令, MongoDB, 应用程序部署, 数据导入/导出, 软件开发生命周期, 还原式 API, 外壳脚本, Istio, 对象关系映射, Django （网络框架）, 微服务, 软件架构, Grafana, Kubernetes, NoSQL, 云部署, Bash（脚本语言）, 开放式网络应用程序安全项目（OWASP）, Git（版本控制系统）
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Ideation, Verification And Validation, LLM Application, Productivity, OpenAI, AI Personalization, Responsible AI, AI Enablement, Creativity, Large Language Modeling, Artificial Intelligence, Risk Management Framework, Expense Management, Productivity Software, Travel Arrangements, Test Case
您将获得的技能: Jupyter, Plot (Graphics), Model Evaluation, Microsoft Azure, Machine Learning Algorithms, Applied Machine Learning, Data Visualization, Regression Analysis
状态：免费试用Microsoft
您将获得的技能: 计算机视觉, 微软 Azure, 异常检测, 预测建模, 负责任的人工智能, 数据伦理, 机器学习, AI 赋能, 自然语言处理, 人工智能, 人工智能和机器学习（AI/ML）
状态：新状态：免费试用您将获得的技能: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis
总之，以下是 10 最受欢迎的 applied machine learning 课程
- Advanced Project Operations & Automation: Coursera
- Modelos predictivos con aprendizaje automático: Universidad de los Andes
- 使用 TensorFlow 进行自定义和分布式培训: DeepLearning.AI
- Fundamental MATLAB Programming for AI: University of Glasgow
- AI Agent Developer: Vanderbilt University
- 모두를 위한 머신 러닝: University of London
- 使用 TensorFlow 2 定制模型: Imperial College London
- IBM 后端开发: IBM
- Generative AI Assistants: Vanderbilt University
- Compare Models with Experiments in Azure ML Studio: Coursera
