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。

您将获得的技能: .NET Framework, Machine Learning Algorithms, Model Deployment, Machine Learning, AI Enablement, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Microsoft Azure, MLOps (Machine Learning Operations), C# (Programming Language), Microsoft Visual Studio, Development Environment, Microsoft Development Tools, Responsible AI, Model Evaluation, Computer Vision
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Large Language Modeling, Generative AI, Writing, Data Ethics, Responsible AI, Artificial Intelligence, Technical Writing, Model Evaluation, Machine Learning, Information Privacy
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch(机器学习库), 模型评估, 嵌入, 数据预处理, 数据伦理, 自然语言处理, 大型语言模型, 迁移学习, 人工神经网络, 生成式人工智能, 分类算法, 功能工程, 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

您将获得的技能: Threat Modeling, Cloud Security, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Data Governance, Security Information and Event Management (SIEM), Cloud Computing Architecture, Incident Response, Identity and Access Management, Cloud Infrastructure, AWS Identity and Access Management (IAM), MITRE ATT&CK Framework, Business Continuity Planning, Cyber Threat Hunting, Data Management, Virtual Machines, System Monitoring, Network Monitoring, Zero Trust Network Access, Disaster Recovery
初级 · 专项课程 · 1-3 个月

Nanjing University
您将获得的技能: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Analysis, Python Programming, Pandas (Python Package), NumPy, Data Visualization, Data Manipulation, Matplotlib, User Interface (UI) Design
初级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Web Content Accessibility Guidelines, Cloud Services, Technical Communication
初级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: LangChain, Responsible AI, Large Language Modeling, Model Deployment, OpenAI, Data Preprocessing, Hugging Face, Model Evaluation, Transfer Learning, Supervised Learning, Reinforcement Learning
初级 · 课程 · 1-4 周
University of Maryland, College Park
您将获得的技能: Marketing Automation, Online Advertising, AI Enablement, Marketing Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

Alex Genadinik
您将获得的技能: Personal Development, Goal Setting, Productivity, Self-Discipline, Health And Wellness Coaching, Exercise Science, Persistence, Learning Strategies, Neurology, Endocrinology, Adaptability, Nutrition and Diet, Mindfulness
混合 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 模型评估, 决策树学习, 无监督学习, 数据分析, 数据建模, 监督学习, 回归分析, 统计分析, 逻辑回归, 预测建模, 预测分析, 分类算法, 机器学习, 预测, 描述性分析
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 交互式数据可视化, Java, 开发环境, 数据结构, 面向对象编程(OOP), 用户界面(UI), 编程原则, 事件驱动编程, 面向对象设计, 调试, 计算机编程, 软件文档, Algorithm, 软件工程, Java 编程
中级 · 课程 · 1-3 个月