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Elephant Scale

Machine Learning for Lawyers

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Audience: Lawyers, legal support, IT

Duration: 1 day

Format: 50 % lecture, 50 % lab

Overview

Designed for legal professionals, this course demystifies ML algorithms and shows how to apply them in legal contexts through lecture and guided labs-no coding required.

Objective

Objective coming soon.

What You Will Learn

  • ML goals, types & model training
  • Classification (logistic regression, doc classification)
  • Regression (linear), business analysis
  • Naïve Bayes, spam filtering
  • Decision trees for legal decisions
  • Topic modelling with LDA
  • Deep Learning & document understanding
  • Hands-on labs for each method

Course Details

Audience: Lawyers, legal support, IT

Duration: 1 day

Format: 50 % lecture, 50 % lab

Prerequisites:

Basic computer literacy (MS Office)

Setup: Browser (Chrome with Markdown Preview Plus) & cloud tools

Detailed Outline

  • ML goals & capabilities
  • Logistic regression, doc classifier (lab)
  • Predict numbers (lab)
  • Probabilities, spam filter (lab)
  • Yes/No decisions (lab)
  • Topic modelling (lab)
  • Document understanding (lab)

Ready to Get Started?

Contact us to learn more about this course and schedule your training.