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Introducing The Legal Engineer, your go-to destination for maximizing legal efficiency through innovative software solutions. We understand that the legal profession demands the utmost precision and effectiveness, and that's why we're dedicated to providing attorneys and legal practitioners with cutting-edge technology recommendations tailored to their needs. 

 

Whether you're seeking document automation tools, case management systems, legal research platforms, or contract management software, The Legal Engineer has got you covered. Our team of experienced legal and technology experts rigorously evaluate and recommend software applications that align with the specific requirements of legal professionals across various practice areas.

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Data Science Syllabus for Lawyers 

   

Lesson 1: Getting Started with R  

 

Basic Calculations in R  

Data types and functions  

Accessing and manipulating data  

Plotting data  

Basic string operations  

Loops  

  

Lesson 2: Web Scraping and Data Upload  

 

Setting a Working Directory  
Installing Packages  
Loading and saving CSV files  
Upload text files  
Read and upload PDFs  
Web scraping  
Working with XML data  

  

Lesson 3: Regular Expressions In legal data science, regexes serve two basic purposes.  

 

Document Segmentation:  For some applications, we want to work with parts of a document rather than the entire text. It is thus useful to segment contracts or treaties into constituent articles. Regexes help with that.  

Informational Retrieval: In other contexts, we use regexes to identify and extract the information we are interested in. For example, we could extract all the dates, email addresses, or citations in a document. Again, regexes help us accomplish this.  

1. What is a Regex?  
2. Integrating Regexes into R Code  
3. Using Regexes for Text Segmentation  
4. Using Regexes for Information Retrieval  

  

Lesson 4: Citation Networks and Legal Network Analysis  

 

Using regexes to find citations  

Creating a citation list  

Finding the most cited cases  

Visualizing networks  

Network measures  

  

Lesson 5: Dictionary Analysis (text as data analysis)  

 

Creation of a Text Corpus and Text Pre-processing  

Creating a Term-document Matrix  

Visualizing Word Frequency  

Working with Bigrams  

Dictionary Approach I: Term mapping  

Dictionary Approach II: Sentiment Analysis  

  

Lesson 6: Similarity  

 

Preparing Metadata  
Creating a Document-Term Matrix  
Creating a Similarity Matrix  
Visualizing Similarity Through Heatmaps  

  

Lesson 7: Automated content analysis through machine learning  

 

Unsupervised Machine Learning  
Supervised Machine Learning  

  

Lesson 8: Prediction  

 

Loading WJ Brennan Voting  

Prediction Using Naive Bayes  

Prediction Using Support Vector Machines  

Prediction Using K-Nearest Neighbour 

 

About Us

At The Legal Engineer, we believe that harnessing the power of legal software can revolutionize the way legal professionals work, streamlining processes, reducing manual labor, and ultimately saving precious time and resources. Our platform serves as a comprehensive resource, offering expert reviews, insightful articles, and curated lists of the most promising legal software solutions available.

 

Our platform serves as a comprehensive resource, offering expert reviews, insightful articles, and curated lists of the most promising legal software solutions available.

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