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 Geneva
您将获得的技能: Python 程序设计, 统计方法, 机械, 概率分布, 数学建模, 物理学, 数值分析, 模拟
混合 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Virtual Environment, Software As A Service, Integrated Development Environments, Cloud Deployment, Serverless Computing, Git (Version Control System), Business Development
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 政治科学, 道德标准与行为, 案例研究, 负责任的人工智能, 数据分析, R 语言程序设计(中文版), 分析, 模型评估, 数据伦理, 机器学习, 公共政策, 数据展示, 政策分析, 数据驱动的决策制定
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Responsible AI, Generative AI, AI Workflows, Data Ethics, Model Evaluation, Data Governance, Governance, Artificial Intelligence, Machine Learning, Ethical Standards And Conduct, Organizational Strategy, Social Impact, Benchmarking, Emerging Technologies
初级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Data-Driven Decision-Making, Data Lakes, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Business Analytics, Data Storage, Amazon Web Services, Machine Learning, Data Strategy
混合 · 课程 · 1-4 周

初级 · 课程 · 1-3 个月
您将获得的技能: Apache Kafka, Real Time Data, Apache Spark, Data Pipelines, PySpark, Scalability, Data-Driven Decision-Making, Data Processing, Event Monitoring, Data Transformation, JSON, Data Integrity, Event Management
中级 · 课程 · 1-4 周

您将获得的技能: Linux, Linux 命令, 命令行界面, Unix 命令, Unix, 脚本, 文件管理, 乌班图, 外壳脚本, Network Protocol(网络协议, 自动化, 操作系统, 文件系统, 软件安装, Linux 管理, Bash(脚本语言), 操作系统流程管理
初级 · 课程 · 1-4 周

您将获得的技能: C# (Programming Language), Object Oriented Programming (OOP), Web Scraping, Programming Principles, Microsoft Visual Studio, .NET Framework, Data Structures, Software Design Patterns, File I/O, Application Development, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing, Debugging
初级 · 课程 · 1-3 个月

Universitat Autònoma de Barcelona
您将获得的技能: Computer Architecture, Systems Design, Application Specific Integrated Circuits, Digital Design, Hardware Architecture, Computer Hardware, Simulations, Verification And Validation
中级 · 课程 · 1-3 个月

您将获得的技能: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Network Troubleshooting, Graphing
初级 · 专项课程 · 3-6 个月