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。

Meta
您将获得的技能: Python 程序设计, 云托管, 软件测试, 开发环境, 单元测试, 数据结构, 面向对象编程(OOP), 测试驱动开发(TDD), 调试, 集成开发环境, 编程原则, 计算机编程, Django (网络框架)
初级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Process Mapping, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
中级 · 专项课程 · 3-6 个月

Knowledge Accelerators
您将获得的技能: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication
初级 · 专项课程 · 3-6 个月

您将获得的技能: CI/CD, Continuous Deployment, Continuous Delivery, DevOps, Application Deployment, Performance Analysis, Performance Metric, Performance Measurement, Artificial Intelligence, Application Performance Management, Operational Analysis, Root Cause Analysis
中级 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: Software Development Life Cycle, Agile Project Management, Collaborative Software, Software Development, System Testing, Acceptance Testing, Test Case, Python Programming, Cloud Management, Computer Science
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
中级 · 课程 · 1-4 周

Lund University
您将获得的技能: 创新, 环境问题, 业务建模, 案例研究, 适应气候变化, 可持续设计, 社会影响, 系统思考, 社会经济学, 可持续商业, 多媒体, 减缓气候变化, 环境科学, 环境, 管理, 水资源的可持续性, 可持续发展, 可持续技术, 水资源, 社区发展
初级 · 专项课程 · 3-6 个月

Columbia University
您将获得的技能: 创新, 适应气候变化, 劳动力发展, 可持续设计, 建筑信息模型, 数字化转型, 组织变革, 新兴技术, 业务转型, 机器学习, 施工管理, 建筑与施工
初级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, Generative AI, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Generative AI Agents, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Prompt Engineering, Application Programming Interface (API), Transfer Learning, Machine Learning Algorithms, Data Preprocessing, Model Evaluation
高级设置 · 课程 · 1-3 个月

您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
高级设置 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: AI Security, Information Privacy, Personally Identifiable Information, Data Security, Threat Modeling, Vulnerability Assessments, Responsible AI, Data Governance, Data Management, Cyber Security Strategy, Data Integrity, Data Loss Prevention, Cloud Security, Cybersecurity, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Controls, Cyber Operations, Data Science
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 大型语言模型, OpenAI 应用程序接口, LLM 申请, ChatGPT, Prompt Engineering
初级 · 项目 · 不超过 2 小时