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。

University of Washington
您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming
混合 · 课程 · 1-3 个月

Institute for the Future
您将获得的技能: 创造性思维, 负责任的人工智能, 规划, 创新, 战略思维, 模拟, 行动导向, 集思广益, 社区组织, 认知灵活性, 远见卓识, 乐观主义, 创造力, 虚拟现实, 积极主动, 战略规划, 预测, 社会影响, 趋势分析, 系统思考
初级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Performance Testing, Vector Databases, Performance Tuning, Query Languages, SQL, Application Performance Management, Benchmarking, System Monitoring, Secure Coding
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks
高级设置 · 课程 · 1-3 个月

Rice University
您将获得的技能: 数据操作, 数据可视化软件, 数据清理, 数据导入/导出, 脚本, 开发环境, 数据分析, 软件包和软件管理, 编程原则, 数据整合, 计算机编程, 绘图(图形), 数据存储, 数据处理, 数据结构, Python 程序设计, 数据可视化, 计划发展, 文件输入/输出, 脚本语言
初级 · 专项课程 · 3-6 个月
您将获得的技能: Hardware Design, Electronics Engineering, Design Reviews, Computer-Aided Design, Electronic Components, Technical Design
中级 · 课程 · 1-4 周

您将获得的技能: Health Technology, Healthcare Ethics, Clinical Informatics, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Data Ethics, Responsible AI, Image Analysis, Health Informatics, X-Ray Computed Tomography, Clinical Research, Electronic Medical Record System, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization
中级 · 课程 · 1-3 个月

Creo Incubator
您将获得的技能: Entrepreneurial Finance, Business Strategy, Entrepreneurship, Financial Forecasting, Business Planning, Business Valuation, Fundraising, Mergers & Acquisitions, Financial Modeling, Finance, Financial Analysis, Cash Flow Forecasting, Presentations, Accounting, Investments, Business Metrics, Competitive Analysis, Value Propositions, Sales Presentations, Market Analysis
高级设置 · 课程 · 1-4 周
IE Business School
您将获得的技能: 叙事, 品牌战略, 色彩理论, 营销策略, 价值主张, 打造品牌, 竞争分析, 消费者行为, 目标受众, 品牌意识, 排版, 营销心理学, 广告, 品牌管理, 营销, 客户洞察, 徽标设计, 目标市场
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Sprint Planning, Machine Learning, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, AI Personalization, Personalized Service, Marketing Communications, Customer Communications Management, Content Development and Management, Customer Engagement, Promotions and Campaigns
初级 · 课程 · 1-4 周