Cosine Similarity - Introduction to Text Analytics with R

Offered By: Data Science Dojo via YouTube

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

Explore cosine similarity in text analytics through this comprehensive video tutorial. Delve into the mathematical foundations and practical applications of cosine similarity for measuring document similarity in vector space. Learn how to implement this technique in R for feature engineering in text analytics projects. Discover methods to evaluate the effectiveness of cosine similarity features. Access accompanying data and R code for hands-on practice. Gain valuable insights into advanced text analytics techniques to enhance your data science skills.

Syllabus

Introduction
Mathematical Formula
TrainDesPD
Hypothesis
Forloop
Visualizing
Results
Conclusion

Taught by

Data Science Dojo

Related Courses

Data Science at Scale - Capstone Project
University of Washington via Coursera Feature Engineering for Improving Learning Environments
University of Texas Arlington via edX How to Win a Data Science Competition: Learn from Top Kagglers
Higher School of Economics via Coursera Advanced Machine Learning
The Open University via FutureLearn Feature Engineering
Google Cloud via Coursera