Feature Engineering 课程可以帮助您学习将原始数据 Transformer 为有意义的特征、选择相关变量和创建新特征以提高模型性能的技术。您可以掌握数据预处理、处理缺失值以及利用领域知识增强特征集的技能。

Coursera
您将获得的技能: Feature Engineering, Data Analysis, Return On Investment, Data Storytelling, Performance Measurement, Business Metrics, Statistical Inference
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 软件架构, 网页设计与开发, 软件设计, 软件开发, Python 编程, 软件工程, 开发环境, 编程原则, 全栈式网络开发, 网络开发, 应用程序部署, 计算机编程工具, 软件开发生命周期, 软件开发工具, 软件开发方法, 网络语言, 统一建模语言, 软件设计模式, 前端网络开发, 网络应用
★ 4.7 (4657) · 初级 · 课程 · 1-3 个月
Khalifa University
您将获得的技能: Environmental Management Systems, Environment Health And Safety, Environmental Monitoring, Accident Reporting, Fire And Life Safety, Accident Prevention, Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Environmental Regulations, Safety Assurance, Health And Safety Standards, Environmental Engineering, Environmental Laws, Environmental Resource Management, Risk Management, Risk Management Framework, Environmental Engineering and Restoration, Risk Analysis, Environment and Resource Management, Engineering Management, Engineering
★ 4.7 (228) · 初级 · 专项课程 · 1-3 个月

Vanderbilt University
您将获得的技能: 生成式人工智能, Prompt Engineering, 人工智能, 构思, 法学硕士申请, 数据分析, 及时工程, ChatGPT, 人工智能扫盲, 文件管理, 人工智能驱动的创造力, 提示模式, 大型语言建模, 负责任的人工智能, 数据可视化软件, 人工智能赋能, 多模式提示, 数据展示, 风险, 人工智能工作流程, 验证和确认
★ 4.8 (9038) · 初级 · 专项课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Software Documentation, Code Reusability, Model Training, Test Script Development, Continuous Delivery, Test Automation, Model Evaluation, Continuous Integration, Technical Documentation, API Design, Application Programming Interface (API), Data Validation, Applied Machine Learning, Machine Learning Methods, Maintainability, Version Control, Package and Software Management, Code Review
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 自动编码器, 生成式人工智能, 生成式对抗网络(GANs), Prompt Engineering, 功能工程, 人工智能和机器学习(AI/ML), 及时工程, 生成模型架构, 数据科学, 增强现实与虚拟现实(AR/VR), 数据伦理, 数据分析, ChatGPT, 数据综合, 人工智能扫盲, 机器学习, 提示模式, 探索性数据分析, 负责任的人工智能, 数据可视化软件, 预测建模
★ 4.7 (1.2万) · 中级 · 专项课程 · 1-3 个月
MathWorks
您将获得的技能: Responsible AI, Anomaly Detection, Image Analysis, Computer Vision, Engineering Analysis, Artificial Intelligence, Process Modeling, AI Integrations, AI literacy, AI Workflows, Simulation and Simulation Software, Failure Analysis, Digital Transformation, Decision Support Systems, Machine Learning Methods, System Monitoring, Predictive Modeling, Model Evaluation, Reinforcement Learning
初级 · 课程 · 1-4 周

您将获得的技能: Real-Time Operating Systems, Embedded Software, Embedded Systems, System Software, Software Architecture, Computer Engineering, Hardware Architecture, Systems Architecture, Build Tools, Dependency Analysis, Cross Platform Development, Linux, Software Design Patterns, C++ (Programming Language)
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: 项目规划, 软件架构, 配置管理, 需求分析, 白盒测试, 调试, 软件设计, 项目管理, 数据建模, 软件工程, 软件测试, 系统设计, 流程驱动的开发, 面向对象设计, 软件开发生命周期, 软件开发方法, 统一建模语言, 功能要求, 验收测试, 软件设计模式
★ 4.6 (644) · 中级 · 专项课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Fine-tuning, Model Evaluation, Context Engineering, LangChain, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Deployment, Generative AI, LangGraph, Context Management, Vector Databases
中级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Training, Model Optimization, Convolutional Neural Networks, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: SolidWorks (CAD), Assembly Drawing, Computer-Aided Design, 3D Modeling, Drafting and Engineering Design, Engineering Design Process, Mechanical Design, Design Software, Software Visualization, Verification And Validation, Animations, Functional Design, Mechanical Engineering, Equipment Design, Simulation and Simulation Software, Technical Design, Simulations, Industrial Design, Torque (Physics), Structural Engineering
初级 · 专项课程 · 3-6 个月