Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。

您将获得的技能: Operational Analysis, Box Plots, Performance Analysis, Team Performance Management, Collaborative Software, Performance Metric, Performance Measurement, Collaboration, Data-Driven Decision-Making, Data Visualization, Analysis, Report Writing, Key Performance Indicators (KPIs), Business Metrics, Data Presentation, Test Tools, Virtual Teams, Communication Systems
初级 · 课程 · 1-4 周
您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 跨职能合作, 文化 Transformer, 问责制, CI/CD, 云 Native 计算, 测试驱动开发(TDD), Scrum(软件开发), 行为驱动开发, Devops, 团队导向, Agile 方法论, 性能指标, 微服务
初级 · 课程 · 1-3 个月

您将获得的技能: AI Enablement, Sales Process, Content Strategy, Team Building, Marketing Strategies, Cost Reduction, Customer Support
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 消费者行为, 市场动态, 经济学, 社会经济学, 成本效益分析, 决策, 供应与需求, 行为经济学, 批判性思维, 资源分配
初级 · 课程 · 1-4 周

University at Buffalo
您将获得的技能: 验证和确认, Encryption, 新兴技术, 金融科技, Algorithm, 区块链, Network Protocol(网络协议, 数据结构, 分布式计算, 密码学, Virtual Machine, 事务处理, 数据完整性, Data Validation
初级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: 利益相关者的参与, 客户洞察, 业务建模, 创新, 数据驱动的决策制定, 网络分析, 新产品开发, 产品路线图, Agile 方法论, 设计与产品, 产品管理, 产品改进, 设计思维, 客户参与
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Governance, General Data Protection Regulation (GDPR), Data Management, Data Strategy, Metadata Management, Data Architecture, Compliance Management, Data Storage Technologies, Data Integration, Data Maintenance, Data Processing, Data Storage, MLOps (Machine Learning Operations), Data Quality, Data Integrity, Extract, Transform, Load, Scalability, Data Validation, Expense Management, Automation
中级 · 课程 · 1-4 周

您将获得的技能: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Data Quality, Data Pipelines, Software Architecture, Data Integration, Cloud Storage, Data Storage, Failure Analysis, Data Processing, Dependency Analysis, Real Time Data
中级 · 课程 · 1-4 周

Universidade de São Paulo
您将获得的技能: Debugging, Computational Thinking, Data Structures, Computer Programming, Program Development, Integrated Development Environments, Computer Science, Python Programming, Algorithms
初级 · 课程 · 1-3 个月
您将获得的技能: Waste Minimization, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Environmental Regulations, Environmental Monitoring, Sustainable Design, Sustainability Reporting, Corporate Sustainability, Compliance Management, Regulatory Compliance, Manufacturing and Production, Manufacturing Processes, Energy and Utilities, Operational Efficiency, Materials science, AI Enablement, Internet Of Things, Climate Change Mitigation, Capital Markets, Innovation
中级 · 课程 · 1-4 周