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：预览University of Houston
您将获得的技能: 心理学, 人类发展, 学习理论, 科学与研究, 多种语言, 语言能力, 神经学, 语言学习, 非语言交流, 儿童发展
状态：免费试用University of California San Diego
您将获得的技能: 贝叶斯统计, 图论, 可视化（计算机制图）, Encryption, 理论计算机科学, 演绎推理, 组合学, Algorithm, 算术, 计算逻辑, 概率分布, 计算思维, 网络安全, Python 程序设计, 数据结构, 概率, 网络分析, 密码学, 公钥加密标准（PKCS）, 逻辑推理
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University of California, Davis
您将获得的技能: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, AI Enablement, Artificial Intelligence, Artificial Neural Networks, Brainstorming, Machine Learning, Deep Learning, Information Privacy
状态：预览Yale University
您将获得的技能: 学校心理学, 心理评估, 个性化教育计划（IEP）, 扫盲, 学习策略, 宣传, 弹性, 特殊教育, 诊断测试, 学生支持与服务, 教育软件和技术, 与儿童一起工作, 儿童发展, 残疾
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Rutgers the State University of New Jersey
您将获得的技能: 交通运输, 运输业务, 库存和仓储, 物流, 仓库管理, 库存管理系统, Operator 的运营成本, 供应链管理, 供应链, 客户服务
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Artificial Intelligence, Performance Analysis, Automation, Personalized Service, Digital Transformation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Innovation, Internet Of Things, Machine Learning, Big Data, Ethical Standards And Conduct, Deep Learning, Analytical Skills, Predictive Analytics, Health Technology, Data Analysis, Natural Language Processing, User Experience, Data Security
状态：新状态：免费试用您将获得的技能: AI Workflows, AI Orchestration, Agentic Workflows, Model Deployment, AI Security, Decision Making
状态：免费试用Google Cloud
您将获得的技能: 生成式人工智能, 创新, 大型语言模型, 非结构化数据, 数据伦理, Google 云端平台, 人工智能, 负责任的人工智能, 数据建模, 机器学习, 深度学习, AI 安全, 数据扫盲, 数据质量
状态：新状态：免费试用您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
总之，以下是 10 最受欢迎的 applied machine learning 课程
- 双语大脑: University of Houston
- 计算机科学离散数学入门: University of California San Diego
- NVIDIA: Fundamentals of NLP and Transformers : Whizlabs
- AI for Knowledge Workers: University of California, Davis
- 克服阅读障碍: Yale University
- Building LLMs with Hugging Face and LangChain: Edureka
- 供应链物流: Rutgers the State University of New Jersey
- Association Rules Analysis: University of Colorado Boulder
- AI in Sports: The Approach of a Club: Real Madrid Graduate School Universidad Europea
- Building Multi-Agent Systems using LangGraph and Autogen: Edureka
