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: Statistical Hypothesis Testing, AI Workflows, LangChain, Generative AI Agents, CrewAI, Statistical Methods, Statistical Analysis, Data Transformation, Agentic systems, Statistical Inference, Business Intelligence, Performance Testing, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Metric, Descriptive Analytics, Business Metrics, Data Analysis, Correlation Analysis, Event Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, No-Code Development, Data Transformation, Data Literacy, Data Modeling, Data Visualization, Data Analysis, Business Intelligence
初级 · 专项课程 · 3-6 个月

您将获得的技能: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control
初级 · 课程 · 1-4 周

您将获得的技能: Financial Statement Analysis, Budgeting, Banking, Financial Forecasting, Financial Management, Financial Analysis, Corporate Finance, Commercial Lending, Income Statement, Balance Sheet, Wealth Management, Cash Flow Forecasting, Financial Modeling, Bank Regulations, Working Capital, Consumer Lending
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 探索性数据分析, 机器学习, 数据展示, 数据分析, 人工神经网络, Keras(神经网络库), 回归分析, 无监督学习, 技术交流, 应用机器学习, Python 程序设计, 监督学习, Scikit-learn (机器学习库)
高级设置 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: 英语, 设计策略, 口头表达, 语言学习, 设计元素和原则
混合 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 质量改进, 过程分析, 持续改进流程, 精益方法, 流程改进, 制定基准, 精益六西格玛, 根源分析, 加工能力, 精益生产, 六西格玛方法, 解决问题的八项纪律 (8D)
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Advertising Campaigns, Branding, Search Engine Optimization, Marketing Analytics, AI Workflows, Large Language Modeling
初级 · 课程 · 1-4 周

您将获得的技能: Cybersecurity, Network Protocols, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Strategy, Cyber Attacks, Secure Coding, Cyber Security Policies, Data Security, Security Awareness, Computer Security Awareness Training, Agile Methodology, Cyber Threat Intelligence, Network Security, TCP/IP, Incident Response, Threat Detection, Risk Management
中级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 叙事, 英语, 道德标准与行为, 语法, 趋势分析, 电子媒体, 数字出版, 媒体与传播, 研究, 面试技巧, 词汇, 编辑, 新闻学
混合 · 课程 · 1-3 个月

您将获得的技能: Stakeholder Communications, Discussion Facilitation, Strategic Communication, Project Coordination, Stakeholder Engagement, Analysis, Project Scoping, Process Mapping
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 自动体外除颤器, 创伤护理, 儿童健康, 医学术语, 病人沟通, 患者宣传, 产妇保健, 气道管理, 神经学, 急诊和重症监护, 心脏病学, 健康评估, 药物管理, 药理学, 患者评估, 生命体征, 病人基本护理, 病史文件, 分娩, 呼吸护理
初级 · 专项课程 · 3-6 个月