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：免费试用您将获得的技能: Natural Language Processing, Recurrent Neural Networks (RNNs), Embeddings, Transfer Learning, Data Pipelines, Data Preprocessing, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning
状态：预览您将获得的技能: Generative AI, Responsible AI, Auditing, AI Product Strategy, Compliance Auditing, Internal Auditing, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Machine Learning Methods
状态：免费试用Duke University
您将获得的技能: 演绎推理, 沟通, 抽样（统计）, 口头表达, 互动学习, 科学方法, 批判性思维, 写作, 分析, 样本量的确定, 案例研究, 逻辑推理, 业务沟通, 图表设计, 研究, 概率, 说服沟通, 信息架构, 相关性分析
状态：免费试用您将获得的技能: Retrieval-Augmented Generation, Embeddings, Database Systems, LLM Application, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Database Management, AI Personalization, Generative AI Agents, Database Architecture and Administration, Applied Machine Learning, Information Management, Generative AI
状态：免费试用Vanderbilt University
您将获得的技能: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management
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：免费试用Johns Hopkins University
您将获得的技能: 应用数学, 概率与统计, 算术, 制图, 代数, 数学建模
状态：免费DeepLearning.AI
您将获得的技能: 检索-增强生成, 嵌入, 矢量数据库, 多模式 Prompt, 应用机器学习, 大型语言模型, 生成式人工智能, 图像分析
状态：免费试用Duke University
您将获得的技能: 命令行界面, 云工程, CI/CD, Algorithm, 软件包和软件管理, 数据管道, 测试自动化, 集装箱化, Python 程序设计, 应用机器学习, 微服务, AWS SageMaker, Jupyter
状态：预览Duke University
您将获得的技能: 病理学, 分子生物学, 生理学, 细胞生物学, 解剖学, 心理学, 神经学
状态：免费试用University of Colorado Boulder
您将获得的技能: 应用数学, 物理学, 电子产品, 材料科学, 电子工程, 电子系统, 电子元件, 半导体, 电子硬件, 电气与计算机工程, 电气工程, 数学建模
状态：新状态：免费试用您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Data Management, Microsoft Azure, Data Transformation, Data Integration, Data Governance, Data Storage, Real Time Data, Scalability
总之，以下是 10 最受欢迎的 applied machine learning 课程
- NVIDIA: Fundamentals of NLP and Transformers : Whizlabs
- Auditing Generative AI: Strategy, Analysis & Risk Mitigation: ISACA
- 逻辑与批判性思维入门: Duke University
- Vector Databases for RAG: An Introduction: IBM
- AI Agents and Agentic AI with Python & Generative AI: Vanderbilt University
- AI Security: Security in the Age of Artificial Intelligence: Coursera
- 代数：初级到高级 - 等式与不等式: Johns Hopkins University
- 构建多模式搜索和 RAG: DeepLearning.AI
- 用于数据工程的网络应用程序和命令行工具: Duke University
- 医学神经科学: Duke University
