Feature Engineering 课程
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。
热门 Feature Engineering 课程和认证
状态：免费试用Google Cloud
您将获得的技能: 数据建模, 机器学习, 数据转换, 数据存储, Keras（神经网络库）, 数据处理, 数据预处理, 数据管道, 数据流, 功能工程, 张力流, 应用机器学习, 实时数据, 模型优化
状态：免费试用您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming
状态：新状态：免费试用您将获得的技能: Terraform, Git (Version Control System), Containerization, Incident Management, Site Reliability Engineering, Infrastructure as Code (IaC), Cloud-Native Computing, Version Control, Prometheus (Software), Grafana, Kubernetes, DevSecOps, Devops Tools, CI/CD, DevOps, Docker (Software), Microservices, Incident Response, Cloud Infrastructure, Multi-Cloud
状态：新状态：免费试用Coursera
您将获得的技能: Model Deployment, Fine-tuning, PyTorch (Machine Learning Library), Model Evaluation, Model Training, Vision Transformer (ViT), Model Optimization, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines
状态：免费试用您将获得的技能: Feature Engineering, Data Preprocessing, Data Cleansing, Apache Spark, Extract, Transform, Load, Data Processing, Data Pipelines, Data Transformation, Amazon Web Services, Data Wrangling, Responsible AI, Data Quality, Data Integrity, Data Validation, Model Training, Personally Identifiable Information
状态：免费试用Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Pipelines, Keras (Neural Network Library), Data Store, Data Transformation, Data Processing, Machine Learning Methods, Data Modeling, Machine Learning, Python Programming
是什么让您今天来到 Coursera？
状态：新状态：免费试用Coursera
您将获得的技能: Embedded Software, Real-Time Operating Systems, Embedded Systems, Software Architecture, Code Reusability, Pseudocode, Microarchitecture, Memory Management, Systems Architecture, Computer Hardware, System Programming, Computer Architecture, Software Design, Cross Platform Development, Software Systems, Hardware Architecture, Systems Design, Software Design Patterns, Internet Of Things, Hardware Troubleshooting
状态：免费试用IBM
您将获得的技能: 大型语言建模, 机器学习, 生成模型架构, Transfer Learning, 视觉转换器（ViT）, 及时的工程工具, Keras（神经网络库）, 及时工程, 矢量数据库, 生成式人工智能, 数据科学, PyTorch（机器学习库）, 无监督学习, Apache Spark, 计算机视觉, Prompt Engineering, 迁移学习, Model Evaluation, 微调, 模型评估, PySpark, Python 编程, 检索-增强生成
状态：新状态：免费试用您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL
状态：新状态：免费试用MathWorks
您将获得的技能: Power Electronics, Simulation and Simulation Software, Model Based Systems Engineering, Electronic Systems, Electrical Systems, Electrical Engineering, Three-Phase, Machine Controls, Systems Integration, Engineering Practices, Simulations, Electrical Power, Electronics Engineering, Electronics, Electric Power Systems, Engineering Analysis, Engineering, Engineering Design Process, Performance Tuning, Environmental Issue
状态：免费试用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
状态：免费试用Scrimba
您将获得的技能: OpenAI 应用程序接口, 及时工程, 云部署, 软件工程, LangChain, 云应用, OpenAI, 多模式提示, 嵌入, 图像分析, 法学硕士申请, 人工智能工作流程, 矢量数据库, 负责任的人工智能, 人工智能集成, Prompt Engineering, 模型上下文协议, 提示模式, 拥抱的脸, 检索-增强生成, 内存管理
总之，以下是 10 最受欢迎的 feature engineering 课程
- 功能工程: Google Cloud
- AI Workflow: Feature Engineering and Bias Detection: IBM
- DevOps & Site Reliability Engineering Mastery Certification: Simplilearn
- Deep Learning Engineering: Coursera
- AWS: Feature Engineering Data Transformation & Integrity : Whizlabs
- Feature Engineering en Español: Google Cloud
- Embedded Firmware Engineering: Coursera
- IBM 人工智能工程: IBM
- LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera
- Electrified Systems Design Engineer: MathWorks
