Legal Analytics and Crime Evaluation

Learn how to use geographic data to visualize crime density and identify spatial patterns.

A real case study analysis of how to evaluate charging patterns across different demographics.

How to track crime rates over time to spot seasonal patterns and long-term shifts.

A problem-solving session on comparing crime rates and legal outcomes between different cities or states.

A step-by-step guide to creating an interactive dashboard to monitor key metrics.

Learn to spot misleading relationships in data and draw sound conclusions.

How to analyze recidivism rates and the factors that influence them, using a downloadable dataset.

A beginner-friendly look at how regression can help predict sentencing outcomes.

Techniques for presenting complex data in a clear, compelling way for judges, partners, or the public.

A practical walkthrough of creating a simple, transparent model to evaluate risk factors.

A real case study analysis of judicial data to identify potential sentencing biases.

How to use historical data to forecast future needs for law enforcement or social services.

Applying our techniques to a specific, sensitive crime category with a focus on policy impact.

An introduction to using natural language processing to extract insights from unstructured text data.

A step-by-step guide to using data to measure the effect of new laws or policing strategies.

A checklist for testing your model for accuracy, fairness, and reliability before presenting findings.

How to translate your data findings into concrete recommendations for legal teams or policymakers.

A workshop on incorporating statistical evidence into briefs and motions effectively.

Layering socioeconomic and demographic data onto your crime maps for deeper insights.

Using unsupervised learning to discover natural groupings in crime data you didn't know existed.

A fascinating look at mapping relationships between actors in complex criminal cases.

A problem-solving session on building a simple forecasting model to anticipate future challenges.

Learn to create narratives that guide users through your data, making it persuasive and memorable.

Best practices for maintaining security and privacy when working with real case information.

A guided exercise on how to critically evaluate the work of another analyst.

Resources and tips for keeping your skills sharp as the field evolves.

A downloadable template and guide for integrating legal analytics into your daily workflow.

Techniques for explaining complex statistical concepts to a lay audience or skeptical leadership.

How to document your projects to showcase your skills to employers or clients.

A guide to setting up alerts and finding reliable sources for continuous data streams.

An introduction to scripting simple tasks to save time and reduce manual errors.

How to effectively partner with technical experts when you need more advanced modeling.

A step-by-step guide to advocating for and drafting policies on ethical data use in your organization.

A problem-solving session covering the most frequent mistakes analysts make.

A capstone project where you'll apply all your skills to a new dataset and present your findings.

Reviewing key takeaways and outlining resources for deepening your expertise in specific areas.

An insightful conversation with a professional in the field about their day-to-day work and career advice.

A downloadable template to help you structure your own data-backed legal arguments.

A quick reference guide to the key terms and concepts covered in the course.