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.
AI for Legal Practice
深入了解一个主题并学习基础知识。
中级 等级
推荐体验
推荐体验
中级
Lawyers, paralegals, law students, and legal ops professionals eager to apply AI in legal workflows
5 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级
推荐体验
推荐体验
中级
Lawyers, paralegals, law students, and legal ops professionals eager to apply AI in legal workflows
5 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
您将学到什么
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.
您将学习的工具
要了解的详细信息
可分享的证书
添加到您的领英档案
作业
12 项作业
授课语言：英语（English）
最近已更新！
October 2025
了解顶级公司的员工如何掌握热门技能
该课程共有12个模块
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.
涵盖的内容
14个视频1篇阅读材料1个作业9个插件
14个视频• 总计137分钟
- Course Introduction• 7分钟
- Audiobook Introduction • 5分钟
- Audiobook 1 -Introduction to LegalTech and AI Agents• 58分钟
- Podcast 1 - Introduction to LegalTech and AI Agents• 22分钟
- 1.1 From Supportive Tools to Thinking Systems and AI Agents• 6分钟
- 1.2 Implications for Legal Teams: A Tectonic Shift, Not Just an Upgrade• 4分钟
- 1.3 Understanding Artificial Intelligence: Types and Key Concepts• 5分钟
- 1.4 A Brief History of AI and Its Core Subfields• 5分钟
- 1.5 AI in Everyday Life (Legal & Beyond)• 2分钟
- 1.6 Current Landscape of AI in Law• 5分钟
- 1.7 Evolution from LegalTech to AI Agents• 5分钟
- 1.8 Emerging Trends in Legal AI Agents and the Rise of Intelligent Automation• 5分钟
- 1.9 Case Study: Revolutionizing Legal Drafting: Allen & Overy's Integration of Harvey AI• 3分钟
- 1.10 Case Study: AI-Powered Contract Review in a Multinational Legal Department• 4分钟
1篇阅读材料• 总计10分钟
- Hands On • 10分钟
1个作业• 总计30分钟
- Quiz 1• 30分钟
9个插件• 总计135分钟
- Module 1: Introduction to LegalTech and AI Agents• 15分钟
- True or False• 15分钟
- Hotspot• 15分钟
- Timeline• 15分钟
- Tab• 15分钟
- Multiple Choice• 15分钟
- Case Study• 15分钟
- Scenario Activity• 15分钟
- Knowledge Check• 15分钟
涵盖的内容
10个视频1篇阅读材料1个作业10个插件
10个视频• 总计128分钟
- Audiobook 2 -What is an AI Agent• 67分钟
- Podcast 2 - What is an AI Agent• 22分钟
- 2.1 Understanding AI Agents in Legal Practice• 5分钟
- 2.2 Defining Characteristics of an AI Agent• 4分钟
- 2.3 How AI Agents Differ from AI Tools• 4分钟
- 2.4 Types of AI Agents (High-Level Functional Overview)• 3分钟
- 2.5 Types of AI Agents (Design Architecture-Based)• 7分钟
- 2.6 Case Study• 4分钟
- 2.7 Tools and Libraries for AI Agent Development in LegalTech• 7分钟
- 2.8 Legal AI Agents in Trend• 5分钟
1篇阅读材料• 总计10分钟
- Hands On• 10分钟
1个作业• 总计30分钟
- Quiz 2• 30分钟
10个插件• 总计150分钟
- Module 2: What is an AI Agent?• 15分钟
- Activity: True or False• 15分钟
- ACTIVITY: Tab• 15分钟
- ACTIVITY: Multiple Select• 15分钟
- ACTIVITY: Tab• 15分钟
- ACTIVITY: Hotspot• 15分钟
- ACTIVITY: Scenario Activity• 15分钟
- ACTIVITY: Multiple Choice• 15分钟
- ACTIVITY: Drag and Drop• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
15个视频1篇阅读材料1个作业6个插件
15个视频• 总计146分钟
- Audiobook 3 -GPT and NLP Foundation for Legal Agents• 64分钟
- Podcast 3 - GPT and NLP Foundation for Legal Agents• 22分钟
- 3.1 NLP and Large Language Models in Legal AI Agents• 7分钟
- 3.2 The Role of NLP in AI Agents• 3分钟
- 3.3 Industry Application at Rapid Innovation• 5分钟
- 3.4 NLP Techniques for AI Agents• 3分钟
- 3.5 Preprocessing Pipeline• 4分钟
- 3.6 Text Representation: How AI Understands Language • 4分钟
- 3.7 Large Language Models and Their types• 6分钟
- 3.8 Dialogue Management: Making Legal Agents Conversational• 3分钟
- 3.9 What Are Large Language Models (LLMs)?• 7分钟
- 3.10 Tailoring AI to Perform Like a Legal Specialist• 5分钟
- 3.11 Balancing Accuracy, Ethics, and Efficiency: The Rising Role of Prompt Engineering in Legal AI• 5分钟
- 3.12 Features and Impact of Legal Prompt Engineering • 3分钟
- 3.13 Benefits and Strategic Impact of Legal Prompt Engineering • 5分钟
1篇阅读材料• 总计10分钟
- Hands On• 10分钟
1个作业• 总计30分钟
- Quiz 3• 30分钟
6个插件• 总计90分钟
- Module 3: GPT and NLP Foundation for Legal Agents• 15分钟
- ACTIVITY: Problem Statement• 15分钟
- Activity: Accordion• 15分钟
- ACTIVITY: Multiple Select• 15分钟
- ACTIVITY: Tab• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
12个视频1个作业6个插件
12个视频• 总计121分钟
- Audiobook 4 -AI Agents for eDiscovery• 55分钟
- Podcast 4 - AI Agents for eDiscovery• 24分钟
- 4.1 Introducing AI Agents for eDiscovery• 4分钟
- 4.2 The Traditional Bottlenecks: A Slow, Costly, and Risky Path• 3分钟
- 4.3 The Dawn of AI Agents: Transforming eDiscovery• 4分钟
- 4.4 DISCO eDiscovery Platform and its AI Capabilities• 5分钟
- 4.5 The Evolution of AI in DISCO: Core Functionalities and Integration into eDiscovery Workflow• 6分钟
- 4.6 Emphasis on AI Being Built "For and By Lawyers" • 3分钟
- 4.7 Cecilia Q&A: Evidence-Based Insights and Use Cases in DISCO• 4分钟
- 4.8 Key Capabilities and AI Features of Reveal AI• 4分钟
- 4.9 Real-World Use Cases of Reveal AI • 6分钟
- 4.10 Advantages and Ethical Considerations• 5分钟
1个作业• 总计30分钟
- Quiz 4• 30分钟
6个插件• 总计90分钟
- Module 4: AI Agents for eDiscovery• 15分钟
- ACTIVITY: Tab• 15分钟
- ACTIVITY: Multiple Choice• 15分钟
- Activity: Accordion• 15分钟
- ACTIVITY: Sequence Arrangement• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
9个视频1篇阅读材料1个作业4个插件
9个视频• 总计118分钟
- Audiobook 5 -Contract Review in Legal Workflows• 58分钟
- Podcast 5 -Contract Review in Legal Workflows• 33分钟
- 5.1 Contract Review in Legal Workflows: Why Every Clause Matters• 3分钟
- 5.2 Contract Review Across Organizations: Unlocking Strategic Value• 2分钟
- 5.3 Limitations of Manual Clause Review• 4分钟
- 5.4 How AI Agents Support Contract Review: Key Functions and Capabilities• 4分钟
- 5.5 Benefits of AI-Powered Contract Review• 5分钟
- 5.6 Techniques Used in AI-Powered Contract Review• 5分钟
- 5.7 Case Study: AI-Powered Clause Review Workflow for Legal Teams• 3分钟
1篇阅读材料• 总计10分钟
- Hands On• 10分钟
1个作业• 总计30分钟
- Quiz 5• 30分钟
4个插件• 总计60分钟
- Module 5: Contract Review in Legal Workflows• 15分钟
- ACTIVITY: Carousel• 15分钟
- ACTIVITY: Case Study• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
10个视频1篇阅读材料1个作业5个插件
10个视频• 总计103分钟
- Audiobook 6 -Legal Research Agents• 50分钟
- Podcast 6 - Legal Research Agents• 21分钟
- 6.1 Why Legal Research Agents Matter Today• 4分钟
- 6.2 Challenges in Traditional Legal Research• 4分钟
- 6.3 How AI Transforms Legal Research• 3分钟
- 6.4 How AI Lawyer Functions• 4分钟
- 6.5 Key Judicial Opinions on Termination Without Notice• 4分钟
- 6.6 Real-World Insights – Why the AI Lawyer Tool Shines• 4分钟
- 6.7 Harvey AI in Legal Practice• 5分钟
- 6.8 AI Legal Research – Use Cases in Practice• 5分钟
1篇阅读材料• 总计10分钟
- Hands On• 10分钟
1个作业• 总计30分钟
- Quiz 6• 30分钟
5个插件• 总计75分钟
- Module 6: Legal Research Agents• 15分钟
- ACTIVITY: Tab• 15分钟
- ACTIVITY: Drag and Drop• 15分钟
- Activity: True or False• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
11个视频2篇阅读材料1个作业4个插件
11个视频• 总计91分钟
- Audiobook 7 -Compliance & Risk Monitoring Agents• 46分钟
- Podcast 7 - Compliance & Risk Monitoring Agents• 18分钟
- 7.1 Introduction to Compliance and Risk Monitoring• 3分钟
- 7.2 Why Compliance and Risk Monitoring Matter• 3分钟
- 7.3 The Evolution of Monitoring and Road Ahead• 3分钟
- 7.4 Compliance and Risk Monitoring Agents and Their Importance in Modern Industries.• 4分钟
- 7.5 Why These Agents Are Essential• 3分钟
- 7.6 Real-World Example• 2分钟
- 7.7 Coverage of Key Regulations in Compliance & Risk Monitoring• 3分钟
- 7.8 Architecture of a Compliance Monitoring Agent• 3分钟
- 7.9 Case Studies in AI-Driven Compliance and Risk Management• 4分钟
2篇阅读材料• 总计20分钟
- Hands On - 1• 10分钟
- Hands On - 2• 10分钟
1个作业• 总计30分钟
- Quiz 7• 30分钟
4个插件• 总计60分钟
- Module 7: Compliance & Risk Monitoring Agents • 15分钟
- ACTIVITY: Multiple Select• 15分钟
- ACTIVITY: Flip Card• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
15个视频1篇阅读材料1个作业5个插件
15个视频• 总计111分钟
- Audiobook 8 -Legal Chatbots & Virtual Legal Assistants• 44分钟
- Podcast 8 - Legal Chatbots & Virtual Legal Assistants• 21分钟
- 8.1 Introduction to Legal Chatbots and Their Evolution• 4分钟
- 8.2 Why Legal Chatbots Matter: Value Proposition• 2分钟
- 8.3 Regulatory & Ethical Considerations• 2分钟
- 8.4 Types of Legal Chatbots• 3分钟
- 8.5 Rule-Based vs. AI-Based Legal Bots• 4分钟
- 8.6 Client Intake Automation• 3分钟
- 8.7 Legal FAQs and Document Assistants• 4分钟
- 8.8 Small Claims and Self-Representation Tools• 4分钟
- 8.9 Legal Chatbot Architecture• 5分钟
- 8.10 Case Study: ClickUp Legal Expertise Agent• 4分钟
- 8.11 Evaluation Metrics for Legal Chatbots• 5分钟
- 8.12 Legal Risk Exposure Metrics• 3分钟
- 8.13 Case Study: LawGeex Virtual Legal Assistant for Contract Review• 3分钟
1篇阅读材料• 总计10分钟
- Hands On• 10分钟
1个作业• 总计30分钟
- Quiz 8• 30分钟
5个插件• 总计75分钟
- Module 8: Legal Chatbots & Virtual Legal Assistants• 15分钟
- ACTIVITY: Timeline• 15分钟
- ACTIVITY: Multiple Choice• 15分钟
- ACTIVITY: Scenario Activity• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
13个视频2篇阅读材料1个作业5个插件
13个视频• 总计145分钟
- Audiobook 9 -AI Agents for IP Filing and Patent Drafting• 63分钟
- Podcast - 9 - AI Agents for IP Filing and Patent Drafting• 30分钟
- 9.1 Understanding Intellectual Property (IP)• 4分钟
- 9.2 How AI is Transforming IP Practices• 5分钟
- 9.3 Core AI Agent Functionalities in Patent Filing and Drafting• 5分钟
- 9.4 Technical Features of AI Agents for Patent Drafting• 5分钟
- 9.5 Case Studies in AI-Driven Patent Drafting• 7分钟
- 9.6 Implementing AI Agent Workflows in IP Filing• 3分钟
- 9.7 Integration Strategies• 3分钟
- 9.8 AI Agent Workflow in Action• 4分钟
- 9.9 Challenges and Ethical Considerations in AI Agent Deployment• 4分钟
- 9.10 Real-world Case Studies of AI Agents in IP Management• 6分钟
- 9.11 Prominent AI Tools• 6分钟
2篇阅读材料• 总计20分钟
- Hands On - 1• 10分钟
- Hands On - 2• 10分钟
1个作业• 总计30分钟
- Quiz 9• 30分钟
5个插件• 总计75分钟
- Module 9: AI Agents for IP Filing and Patent Drafting• 15分钟
- ACTIVITY: Hotspot• 15分钟
- ACTIVITY: Problem Statement• 15分钟
- ACTIVITY: Drag and Drop• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
9个视频1篇阅读材料1个作业5个插件
9个视频• 总计89分钟
- Audiobook 10 -Case Outcome Prediction Agents• 31分钟
- Podcast 10 - Case Outcome Prediction Agents• 25分钟
- 10.1 Understanding Use Cases• 6分钟
- 10.2 Benefits of Using Machine Learning in Legal Predictions• 6分钟
- 10.3 What Is Feature Engineering?• 3分钟
- 10.4 Types of Legal Features• 6分钟
- 10.5 What Are Multi-Agent Systems?• 4分钟
- 10.6 Modular Architecture Overview• 5分钟
- 10.7 Key Concepts in Agent Coordination• 3分钟
1篇阅读材料• 总计10分钟
- Hands On• 10分钟
1个作业• 总计30分钟
- Quiz 10• 30分钟
5个插件• 总计75分钟
- Module 10: Case Outcome Prediction Agents• 15分钟
- ACTIVITY: Drag and Drop• 15分钟
- Activity: Accordion• 15分钟
- Activity: Tab• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
13个视频1个作业4个插件
13个视频• 总计199分钟
- Audiobook 11 -Ethics, Fairness, and Transparency in Legal AI• 129分钟
- Podcast 11 - Ethics, Fairness, and Transparency in Legal AI• 24分钟
- 11.1 Introduction to Bias Management in Legal AI• 3分钟
- 11.2 Diagnosing and Identifying Bias in Legal AI• 5分钟
- 11.3 Ensuring Auditability and Transparency in Legal AI• 3分钟
- 11.4 AI Hallucination Risk Mitigation• 3分钟
- 11.5 Types of Hallucinations in Legal AI and Their Origin• 3分钟
- 11.6 Strategies to Mitigate Hallucinations in Legal AI • 4分钟
- 11.7 How to Spot Legal Hallucinations • 5分钟
- 11.8 What Are Autonomous Agents in Legal AI?• 5分钟
- 11.9 Accountability Challenges in Legal AI • 5分钟
- 11.10 Assigning Responsibility in Legal AI Deployment• 4分钟
- 11.11 Regulatory and Ethical Frameworks for AI Accountability• 6分钟
1个作业• 总计30分钟
- Quiz 11• 30分钟
4个插件• 总计60分钟
- Module 11: Ethics, Fairness, and Transparency in Legal AI• 15分钟
- ACTIVITY: Multiple Choice• 15分钟
- ACTIVITY: Carousel• 15分钟
- ACTIVITY: Knowledge Check• 15分钟
涵盖的内容
3个视频1个作业1个插件
3个视频• 总计83分钟
- Audiobook 12 - Capstone Project – Building Your AI Legal Agent• 57分钟
- Podcast 12 - Capstone Project – Building Your AI Legal Agent• 22分钟
- 12.1 Introductory Video for Capstone Project• 4分钟
1个作业• 总计30分钟
- Quiz 12• 30分钟
1个插件• 总计15分钟
- Module 12: Capstone Project—Building Your AI Legal Agent• 15分钟
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