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所在平台: Udemy |
课程主页: https://www.udemy.com/course/powerbiforcrimeanalysts/
课程评论：没有评论
课程名称：犯罪分析师的Power BI 课程概述：本课程是您掌握Power BI的终极指南，特别为执法和公共安全领域的专业人士量身定制。与其他关注通用商业数据的课程不同，本课程旨在帮助您理解和处理州和地方警察部门常见的数据结构。重点介绍CAD（计算机辅助调度）和RMS（记录管理系统）数据等关键数据集，您将学习如何清洗、转换和分析这些复杂数据集，以生成可操作的洞察。无论您是初学者还是希望提升技能，本课程将为您提供创建强大可视化工具和现代犯罪分析工作流所需的技术。 主要内容包括： 1. **犯罪地图和地理空间分析**：学习如何使用Power BI与GIS工具的集成创建详细的犯罪地图，提供理解犯罪模式和趋势所需的空间洞察。 2. **COMPSTAT仪表板**：构建动态可视化以跟踪犯罪统计数据，突出年度趋势，并使用清晰、可操作的数据支持COMPSTAT会议。 3. **问题导向警务支持**：开发视觉效果以定位热点、识别重复问题的根本原因，并监控问题导向干预措施的成功。 4. **情报导向警务工具**：使用Power BI可视化数据，支持情报驱动的战略，包括链接犯罪者、地点和犯罪行为，以便更好的资源分配。 5. **分层警务可视化**：设计报告和仪表板，符合分层警务框架中所需的分析层次，从战术评估到战略评估。 您将学习的内容包括： - 数据准备：将CAD和RMS数据转换为干净、可用的格式。 - 犯罪趋势分析：可视化时间和地理模式，以识别可操作的洞察。 - 空间分析：整合地理空间工具以绘制犯罪、报警和警官活动的地图。 - 自定义可视化：创建热图、条形图、散点图及其他适合执法工作流的视觉效果。 - 高级仪表板：将可视化组合成交互式仪表板，供操作、战术和战略层面的犯罪分析使用。 本课程非常适合希望增强数据分析能力的犯罪分析师、执法人员和公共安全专业人士。到课程结束时，您将能够构建强大的Power BI仪表板和报告，以推动明智的决策，并直接支持如COMPSTAT、问题导向警务、情报导向警务和分层警务等倡议。不要错过这个彻底改变您分析和呈现犯罪数据的方法的机会——今天就注册并开始构建能让您的社区更安全的洞察吧。
This comprehensive course is your ultimate guide to mastering Power BI, tailored specifically for professionals in law enforcement and public safety. Unlike other courses that focus on generic business data, this course is uniquely designed to help you understand and work with data structures commonly found in state and local police departments.Focusing on key datasets such as CAD (Computer-Aided Dispatch) and RMS (Records Management System) data, you'll learn how to clean, transform, and analyze these complex datasets to generate actionable insights. Whether you're a beginner or looking to advance your skills, this course will equip you with the tools and techniques necessary to create powerful visualizations used in modern crime analysis workflows.Key topics include: Crime Maps and Geospatial Analysis: Learn how to create detailed crime maps using Power BI's integration with GIS tools, providing spatial insights essential for understanding crime patterns and trends.COMPSTAT Dashboards: Build dynamic visualizations for tracking crime statistics, highlighting year-over-year trends, and supporting COMPSTAT meetings with clear, actionable data.Problem-Oriented Policing Support: Develop visuals that pinpoint hotspots, identify root causes of recurring issues, and monitor the success of problem-oriented interventions.Intelligence-Led Policing Tools: Use Power BI to visualize data that supports intelligence-driven strategies, including linking offenders, locations, and offenses for better resource allocation.Stratified Policing Visualizations: Design reports and dashboards that align with the levels of analysis required in stratified policing frameworks, from tactical to strategic assessments.What you'll learn:Data preparation: Transform CAD and RMS data into clean, usable formats.Crime trend analysis: Visualize patterns in time and geography to identify actionable insights.Spatial analysis: Integrate geospatial tools to map offenses, calls for service, and officer activity.Custom visualizations: Create heat maps, bar charts, scatter plots, and other visuals tailored to law enforcement workflows.Advanced dashboards: Combine visualizations into interactive dashboards for operational, tactical, and strategic crime analysis.This course is ideal for crime analysts, law enforcement officers, and public safety professionals looking to enhance their data analysis capabilities. By the end of the course, you'll be able to build robust Power BI dashboards and reports that drive informed decision-making and directly support initiatives like COMPSTAT, problem-oriented policing, intelligence-led policing, and stratified policing.Don't miss the opportunity to revolutionize how you analyze and present crime data-enroll today and start building insights that make your community safer.
