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: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
状态：免费试用Duke University
您将获得的技能: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Model Evaluation, Information Privacy
状态：免费试用IBM
您将获得的技能: 关系数据库, 网页抓取, 数据库管理, 数据库设计, 编程原则, Data Governance, 存储过程, 数据管道, 大数据, 数据仓库, IBM DB2, 数据存储, 数据架构, 数据转换, SQL, Python 程序设计, 摘录, 数据库, 数据导入/导出, MySQL
状态：预览Yale University
您将获得的技能: 人类发展, 科学方法, 批判性思维, 行为健康, 心理学, 解决问题, 神经学, 心理健康, 儿童发展, 人类学习, 社会学, 社会科学, 精神病学
状态：新您将获得的技能: Reinforcement Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Artificial Intelligence, Artificial Neural Networks, Computer Science, Algorithms, Data Processing, Python Programming
状态：免费试用LearnQuest
您将获得的技能: 博弈论, 负责任的人工智能, 数据预处理, Algorithm, 社会正义, 数据收集, 机器学习, 数据伦理, 预测建模, 人工智能, 模型评估
状态：免费试用University of Pennsylvania
您将获得的技能: 商业策略, 管理, 创新, 负责任的人工智能, 业务转型, 机器学习, 大数据, Data Governance, AI 产品战略, 数据安全, 数据伦理, AI 赋能, 人工智能
状态：新状态：预览Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
状态：免费试用状态：人工智能技能IBM
您将获得的技能: 交互式数据可视化, 仪表板, 微软Excel, 数据分析, 数据叙事, 统计可视化, 数据转换, 数据展示, 数据可视化软件, 生成式人工智能, Excel 公式, Plotly, IBM Cognos 分析, SQL, 数据导入/导出, Python 程序设计, 数据可视化, 专业网络, 模型评估, 探索性数据分析
状态：预览University of Michigan
您将获得的技能: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON
状态：新您将获得的技能: Prompt Engineering, Generative AI, AI Workflows, OpenAI, Responsible AI, Data Ethics, Artificial Intelligence, Creative Design, Image Quality, Design, Digital Design, Graphic Design, Machine Learning
状态：预览UNSW Sydney (The University of New South Wales)
您将获得的技能: 卷积神经网络, 计算机视觉, 分类算法, 机器学习, 概率与统计, 降维, 人工神经网络, 功能工程, 无监督学习, 图像分析, 监督学习, 空间分析, 深度学习, Machine Learning 方法, 地理空间信息与技术
总之，以下是 10 最受欢迎的 applied machine learning 课程
- AI-Powered Decision Intelligence: Edureka
- Developing Explainable AI (XAI): Duke University
- 数据工程基础: IBM
- 心理学入门: Yale University
- AI & Quantum Computing – Zero to Expert Bootcamp: Packt
- 人工智能数据的公平与偏见: LearnQuest
- 人工智能战略与管理: University of Pennsylvania
- AI & Automation for Supply Chain Resilience: Board Infinity
- IBM 数据分析师: IBM
- Llama for Python Programmers: University of Michigan
