Can this help me in legal operations roles?

Yes. You’ll learn to design AI agents that enhance efficiency, accuracy, and compliance in legal workflows.

Are real-world projects included?

Yes. Hands-on labs and a capstone project allow you to build AI legal agents for contract review, compliance, and research.

How long is the self-paced course?

Approximately 30 hours of on-demand videos, e-books, podcasts, and interactive labs.

Will I learn about AI ethics in legal applications?

Yes. The course covers fairness, transparency, and responsible AI use in legal decision-making.

Is this suitable for students or recent graduates?

Yes. Law students and tech enthusiasts gain practical AI skills relevant to modern legal roles.

Will this boost my career opportunities?

Yes. Graduates can pursue roles in legal tech, compliance, AI-driven legal consulting, and legal operations management.

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

AI for Legal Practice

Ce cours n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues. Consultez les langues disponibles.

AI for Legal Practice

Instructeur : AI CERTs Team

Inclus avec

12 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Intermédiaire

Expérience recommandée

5 semaines à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

12 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Intermédiaire

Expérience recommandée

5 semaines à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

Streamline Legal Operations: Automate workflows, contracts, and compliance tasks using tools like TensorFlow and Python.
Enhance Decision-Making: Leverage NLP and predictive analytics to forecast case outcomes and guide legal strategy.
Create AI Legal Assistants: Build chatbots, virtual assistants, and IP filing agents with Keras, SQL, and Apache Spark.
Turn Data into Insights: Analyze and visualize legal data with Power BI and Matplotlib to drive actionable business decisions.

Compétences que vous acquerrez

Catégorie : Law, Regulation, and Compliance

Outils que vous découvrirez

Catégorie : AI Workflows
Catégorie : PyTorch (Machine Learning Library)

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

Récemment mis à jour !

octobre 2025

Évaluations

12 devoirs

Enseigné en Anglais

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Il y a 12 modules dans ce cours

The AI for Legal Practice course equips legal professionals, law students, and innovators with the skills to thrive at the intersection of law and artificial intelligence. This certification dives deep into how AI agents transform legal workflows—covering everything from contract review automation and eDiscovery to compliance monitoring and predictive case outcomes.

Through a structured curriculum, you’ll explore the foundations of AI, NLP, and generative technologies, then progress into advanced applications such as AI-driven legal research, IP filing, and virtual legal assistants. Real-world case studies and a capstone project ensure you don’t just learn the theory—you build and deploy your own legal AI agent. The program emphasizes hands-on mastery with tools like Python, TensorFlow, Keras, and SQL, while also addressing ethics, fairness, and transparency in AI systems. Whether you’re a practicing lawyer, law student, legal operations manager, or a tech enthusiast breaking into LegalTech, this course provides both technical confidence and strategic insight.

This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.

Inclus

14 vidéos1 lecture1 devoir9 plugins

14 vidéos Total 137 minutes

Course Introduction 7 minutes
Audiobook Introduction 5 minutes
Audiobook 1 -Introduction to LegalTech and AI Agents 58 minutes
Podcast 1 - Introduction to LegalTech and AI Agents 22 minutes
1.1 From Supportive Tools to Thinking Systems and AI Agents 6 minutes
1.2 Implications for Legal Teams: A Tectonic Shift, Not Just an Upgrade 4 minutes
1.3 Understanding Artificial Intelligence: Types and Key Concepts 5 minutes
1.4 A Brief History of AI and Its Core Subfields 5 minutes
1.5 AI in Everyday Life (Legal & Beyond) 2 minutes
1.6 Current Landscape of AI in Law 5 minutes
1.7 Evolution from LegalTech to AI Agents 5 minutes
1.8 Emerging Trends in Legal AI Agents and the Rise of Intelligent Automation 5 minutes
1.9 Case Study: Revolutionizing Legal Drafting: Allen & Overy's Integration of Harvey AI 3 minutes
1.10 Case Study: AI-Powered Contract Review in a Multinational Legal Department 4 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 1 30 minutes

9 plugins Total 135 minutes

Module 1: Introduction to LegalTech and AI Agents 15 minutes
True or False 15 minutes
Hotspot 15 minutes
Timeline 15 minutes
Tab 15 minutes
Multiple Choice 15 minutes
Case Study 15 minutes
Scenario Activity 15 minutes
Knowledge Check 15 minutes

Inclus

10 vidéos1 lecture1 devoir10 plugins

10 vidéos Total 128 minutes

Audiobook 2 -What is an AI Agent 67 minutes
Podcast 2 - What is an AI Agent 22 minutes
2.1 Understanding AI Agents in Legal Practice 5 minutes
2.2 Defining Characteristics of an AI Agent 4 minutes
2.3 How AI Agents Differ from AI Tools 4 minutes
2.4 Types of AI Agents (High-Level Functional Overview) 3 minutes
2.5 Types of AI Agents (Design Architecture-Based) 7 minutes
2.6 Case Study 4 minutes
2.7 Tools and Libraries for AI Agent Development in LegalTech 7 minutes
2.8 Legal AI Agents in Trend 5 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 2 30 minutes

10 plugins Total 150 minutes

Module 2: What is an AI Agent? 15 minutes
Activity: True or False 15 minutes
ACTIVITY: Tab 15 minutes
ACTIVITY: Multiple Select 15 minutes
ACTIVITY: Tab 15 minutes
ACTIVITY: Hotspot 15 minutes
ACTIVITY: Scenario Activity 15 minutes
ACTIVITY: Multiple Choice 15 minutes
ACTIVITY: Drag and Drop 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

15 vidéos1 lecture1 devoir6 plugins

15 vidéos Total 146 minutes

Audiobook 3 -GPT and NLP Foundation for Legal Agents 64 minutes
Podcast 3 - GPT and NLP Foundation for Legal Agents 22 minutes
3.1 NLP and Large Language Models in Legal AI Agents 7 minutes
3.2 The Role of NLP in AI Agents 3 minutes
3.3 Industry Application at Rapid Innovation 5 minutes
3.4 NLP Techniques for AI Agents 3 minutes
3.5 Preprocessing Pipeline 4 minutes
3.6 Text Representation: How AI Understands Language 4 minutes
3.7 Large Language Models and Their types 6 minutes
3.8 Dialogue Management: Making Legal Agents Conversational 3 minutes
3.9 What Are Large Language Models (LLMs)? 7 minutes
3.10 Tailoring AI to Perform Like a Legal Specialist 5 minutes
3.11 Balancing Accuracy, Ethics, and Efficiency: The Rising Role of Prompt Engineering in Legal AI 5 minutes
3.12 Features and Impact of Legal Prompt Engineering 3 minutes
3.13 Benefits and Strategic Impact of Legal Prompt Engineering 5 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 3 30 minutes

6 plugins Total 90 minutes

Module 3: GPT and NLP Foundation for Legal Agents 15 minutes
ACTIVITY: Problem Statement 15 minutes
Activity: Accordion 15 minutes
ACTIVITY: Multiple Select 15 minutes
ACTIVITY: Tab 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

12 vidéos1 devoir6 plugins

12 vidéos Total 121 minutes

Audiobook 4 -AI Agents for eDiscovery 55 minutes
Podcast 4 - AI Agents for eDiscovery 24 minutes
4.1 Introducing AI Agents for eDiscovery 4 minutes
4.2 The Traditional Bottlenecks: A Slow, Costly, and Risky Path 3 minutes
4.3 The Dawn of AI Agents: Transforming eDiscovery 4 minutes
4.4 DISCO eDiscovery Platform and its AI Capabilities 5 minutes
4.5 The Evolution of AI in DISCO: Core Functionalities and Integration into eDiscovery Workflow 6 minutes
4.6 Emphasis on AI Being Built "For and By Lawyers" 3 minutes
4.7 Cecilia Q&A: Evidence-Based Insights and Use Cases in DISCO 4 minutes
4.8 Key Capabilities and AI Features of Reveal AI 4 minutes
4.9 Real-World Use Cases of Reveal AI 6 minutes
4.10 Advantages and Ethical Considerations 5 minutes

1 devoir Total 30 minutes

Quiz 4 30 minutes

6 plugins Total 90 minutes

Module 4: AI Agents for eDiscovery 15 minutes
ACTIVITY: Tab 15 minutes
ACTIVITY: Multiple Choice 15 minutes
Activity: Accordion 15 minutes
ACTIVITY: Sequence Arrangement 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

9 vidéos1 lecture1 devoir4 plugins

9 vidéos Total 118 minutes

Audiobook 5 -Contract Review in Legal Workflows 58 minutes
Podcast 5 -Contract Review in Legal Workflows 33 minutes
5.1 Contract Review in Legal Workflows: Why Every Clause Matters 3 minutes
5.2 Contract Review Across Organizations: Unlocking Strategic Value 2 minutes
5.3 Limitations of Manual Clause Review 4 minutes
5.4 How AI Agents Support Contract Review: Key Functions and Capabilities 4 minutes
5.5 Benefits of AI-Powered Contract Review 5 minutes
5.6 Techniques Used in AI-Powered Contract Review 5 minutes
5.7 Case Study: AI-Powered Clause Review Workflow for Legal Teams 3 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 5 30 minutes

4 plugins Total 60 minutes

Module 5: Contract Review in Legal Workflows 15 minutes
ACTIVITY: Carousel 15 minutes
ACTIVITY: Case Study 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

10 vidéos1 lecture1 devoir5 plugins

10 vidéos Total 103 minutes

Audiobook 6 -Legal Research Agents 50 minutes
Podcast 6 - Legal Research Agents 21 minutes
6.1 Why Legal Research Agents Matter Today 4 minutes
6.2 Challenges in Traditional Legal Research 4 minutes
6.3 How AI Transforms Legal Research 3 minutes
6.4 How AI Lawyer Functions 4 minutes
6.5 Key Judicial Opinions on Termination Without Notice 4 minutes
6.6 Real-World Insights – Why the AI Lawyer Tool Shines 4 minutes
6.7 Harvey AI in Legal Practice 5 minutes
6.8 AI Legal Research – Use Cases in Practice 5 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 6 30 minutes

5 plugins Total 75 minutes

Module 6: Legal Research Agents 15 minutes
ACTIVITY: Tab 15 minutes
ACTIVITY: Drag and Drop 15 minutes
Activity: True or False 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

11 vidéos2 lectures1 devoir4 plugins

11 vidéos Total 91 minutes

Audiobook 7 -Compliance & Risk Monitoring Agents 46 minutes
Podcast 7 - Compliance & Risk Monitoring Agents 18 minutes
7.1 Introduction to Compliance and Risk Monitoring 3 minutes
7.2 Why Compliance and Risk Monitoring Matter 3 minutes
7.3 The Evolution of Monitoring and Road Ahead 3 minutes
7.4 Compliance and Risk Monitoring Agents and Their Importance in Modern Industries. 4 minutes
7.5 Why These Agents Are Essential 3 minutes
7.6 Real-World Example 2 minutes
7.7 Coverage of Key Regulations in Compliance & Risk Monitoring 3 minutes
7.8 Architecture of a Compliance Monitoring Agent 3 minutes
7.9 Case Studies in AI-Driven Compliance and Risk Management 4 minutes

2 lectures Total 20 minutes

Hands On - 1 10 minutes
Hands On - 2 10 minutes

1 devoir Total 30 minutes

Quiz 7 30 minutes

4 plugins Total 60 minutes

Module 7: Compliance & Risk Monitoring Agents 15 minutes
ACTIVITY: Multiple Select 15 minutes
ACTIVITY: Flip Card 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

15 vidéos1 lecture1 devoir5 plugins

15 vidéos Total 111 minutes

Audiobook 8 -Legal Chatbots & Virtual Legal Assistants 44 minutes
Podcast 8 - Legal Chatbots & Virtual Legal Assistants 21 minutes
8.1 Introduction to Legal Chatbots and Their Evolution 4 minutes
8.2 Why Legal Chatbots Matter: Value Proposition 2 minutes
8.3 Regulatory & Ethical Considerations 2 minutes
8.4 Types of Legal Chatbots 3 minutes
8.5 Rule-Based vs. AI-Based Legal Bots 4 minutes
8.6 Client Intake Automation 3 minutes
8.7 Legal FAQs and Document Assistants 4 minutes
8.8 Small Claims and Self-Representation Tools 4 minutes
8.9 Legal Chatbot Architecture 5 minutes
8.10 Case Study: ClickUp Legal Expertise Agent 4 minutes
8.11 Evaluation Metrics for Legal Chatbots 5 minutes
8.12 Legal Risk Exposure Metrics 3 minutes
8.13 Case Study: LawGeex Virtual Legal Assistant for Contract Review 3 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 8 30 minutes

5 plugins Total 75 minutes

Module 8: Legal Chatbots & Virtual Legal Assistants 15 minutes
ACTIVITY: Timeline 15 minutes
ACTIVITY: Multiple Choice 15 minutes
ACTIVITY: Scenario Activity 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

13 vidéos2 lectures1 devoir5 plugins

13 vidéos Total 145 minutes

Audiobook 9 -AI Agents for IP Filing and Patent Drafting 63 minutes
Podcast - 9 - AI Agents for IP Filing and Patent Drafting 30 minutes
9.1 Understanding Intellectual Property (IP) 4 minutes
9.2 How AI is Transforming IP Practices 5 minutes
9.3 Core AI Agent Functionalities in Patent Filing and Drafting 5 minutes
9.4 Technical Features of AI Agents for Patent Drafting 5 minutes
9.5 Case Studies in AI-Driven Patent Drafting 7 minutes
9.6 Implementing AI Agent Workflows in IP Filing 3 minutes
9.7 Integration Strategies 3 minutes
9.8 AI Agent Workflow in Action 4 minutes
9.9 Challenges and Ethical Considerations in AI Agent Deployment 4 minutes
9.10 Real-world Case Studies of AI Agents in IP Management 6 minutes
9.11 Prominent AI Tools 6 minutes

2 lectures Total 20 minutes

Hands On - 1 10 minutes
Hands On - 2 10 minutes

1 devoir Total 30 minutes

Quiz 9 30 minutes

5 plugins Total 75 minutes

Module 9: AI Agents for IP Filing and Patent Drafting 15 minutes
ACTIVITY: Hotspot 15 minutes
ACTIVITY: Problem Statement 15 minutes
ACTIVITY: Drag and Drop 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

9 vidéos1 lecture1 devoir5 plugins

9 vidéos Total 89 minutes

Audiobook 10 -Case Outcome Prediction Agents 31 minutes
Podcast 10 - Case Outcome Prediction Agents 25 minutes
10.1 Understanding Use Cases 6 minutes
10.2 Benefits of Using Machine Learning in Legal Predictions 6 minutes
10.3 What Is Feature Engineering? 3 minutes
10.4 Types of Legal Features 6 minutes
10.5 What Are Multi-Agent Systems? 4 minutes
10.6 Modular Architecture Overview 5 minutes
10.7 Key Concepts in Agent Coordination 3 minutes

1 lecture Total 10 minutes

Hands On 10 minutes

1 devoir Total 30 minutes

Quiz 10 30 minutes

5 plugins Total 75 minutes

Module 10: Case Outcome Prediction Agents 15 minutes
ACTIVITY: Drag and Drop 15 minutes
Activity: Accordion 15 minutes
Activity: Tab 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

13 vidéos1 devoir4 plugins

13 vidéos Total 199 minutes

Audiobook 11 -Ethics, Fairness, and Transparency in Legal AI 129 minutes
Podcast 11 - Ethics, Fairness, and Transparency in Legal AI 24 minutes
11.1 Introduction to Bias Management in Legal AI 3 minutes
11.2 Diagnosing and Identifying Bias in Legal AI 5 minutes
11.3 Ensuring Auditability and Transparency in Legal AI 3 minutes
11.4 AI Hallucination Risk Mitigation 3 minutes
11.5 Types of Hallucinations in Legal AI and Their Origin 3 minutes
11.6 Strategies to Mitigate Hallucinations in Legal AI 4 minutes
11.7 How to Spot Legal Hallucinations 5 minutes
11.8 What Are Autonomous Agents in Legal AI? 5 minutes
11.9 Accountability Challenges in Legal AI 5 minutes
11.10 Assigning Responsibility in Legal AI Deployment 4 minutes
11.11 Regulatory and Ethical Frameworks for AI Accountability 6 minutes

1 devoir Total 30 minutes

Quiz 11 30 minutes

4 plugins Total 60 minutes

Module 11: Ethics, Fairness, and Transparency in Legal AI 15 minutes
ACTIVITY: Multiple Choice 15 minutes
ACTIVITY: Carousel 15 minutes
ACTIVITY: Knowledge Check 15 minutes

Inclus

3 vidéos1 devoir1 plugin

Instructeur

AI CERTs Team

AI CERTs

54 Cours 23 614 apprenants

Offert par

AI CERTs

En savoir plus sur Law

AI CERTs
AI for Legal Professionals
Cours
Coursera
AI in Law: Research, Risk, and Legal Drafting
Spécialisation
Coursera
Introduction to Generative AI in Legal
Cours
Coursera
GenAI for Legal Ethics and Practicality
Cours

Pour quelles raisons les étudiants sur Coursera nous choisissent-ils pour leur carrière ?

Felipe M.

Étudiant(e) depuis 2018

’Pouvoir suivre des cours à mon rythme à été une expérience extraordinaire. Je peux apprendre chaque fois que mon emploi du temps me le permet et en fonction de mon humeur.’

Jennifer J.

Étudiant(e) depuis 2020

’J'ai directement appliqué les concepts et les compétences que j'ai appris de mes cours à un nouveau projet passionnant au travail.’

Larry W.

Étudiant(e) depuis 2021

’Lorsque j'ai besoin de cours sur des sujets que mon université ne propose pas, Coursera est l'un des meilleurs endroits où se rendre.’

Chaitanya A.

’Apprendre, ce n'est pas seulement s'améliorer dans son travail : c'est bien plus que cela. Coursera me permet d'apprendre sans limites.’

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Foire Aux Questions

No. Coding templates are provided. A basic understanding of legal workflows is enough to get started.

You’ll gain skills to automate document review, streamline case management, and leverage AI for faster, smarter decisions.

Tensor Flow, Keras, Python, SQL, Apache Spark, Power BI, and Matplotlib for AI-driven legal solutions.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

Plus de questions

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Aide financière disponible,

AI for Legal Practice

Ce cours n'est pas disponible en Français (France)

AI for Legal Practice

Ce que vous apprendrez

Compétences que vous acquerrez

Outils que vous découvrirez

Détails à connaître

Découvrez comment les employés des entreprises prestigieuses maîtrisent des compétences recherchées

Il y a 12 modules dans ce cours

Module 1: Introduction to LegalTech and AI Agents

Inclus

Module 2: What is an AI Agent?

Inclus

Module 3: GPT and NLP Foundation for Legal Agents

Inclus

Module 4: AI Agents for eDiscovery

Inclus

Module 5: Contract Review in Legal Workflows

Inclus

Module 6: Legal Research Agents

Inclus

Module 7: Compliance & Risk Monitoring Agents

Inclus

Module 8: Legal Chatbots & Virtual Legal Assistants

Inclus

Module 9: AI Agents for IP Filing and Patent Drafting

Inclus

Module 10: Case Outcome Prediction Agents

Inclus

Module 11: Ethics, Fairness, and Transparency in Legal AI

Inclus

Module 12: Capstone Project—Building Your AI Legal Agent

Inclus

Instructeur

Offert par

En savoir plus sur Law

AI for Legal Professionals

AI in Law: Research, Risk, and Legal Drafting

Introduction to Generative AI in Legal

GenAI for Legal Ethics and Practicality

Pour quelles raisons les étudiants sur Coursera nous choisissent-ils pour leur carrière ?

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Ouvrez de nouvelles portes avec Coursera Plus

Faites progresser votre carrière avec un diplôme en ligne

Rejoignez plus de 3 400 entreprises mondiales qui ont choisi Coursera pour les affaires

Foire Aux Questions

Do I need prior coding experience?

How will this course improve my legal practice?

What tools will I learn to use?

Plus de questions