Text Mining Courses and Certifications

Alan Turing Institute

Pseudo History and Digital History - The Dangerous Art of Text Mining

Exploring the risks of text mining in historical analysis and advocating for a hybrid approach that combines data science with traditional historical methods.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Scientific Text Mining and Knowledge Graphs - Part 2-1

Explore scientific text mining and knowledge graphs, focusing on phrase mining, named entity recognition, and meta-pattern mining for information extraction in various domains.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Scientific Text Mining and Knowledge Graphs

Explore scientific text mining and knowledge graphs, focusing on sequence labeling, multi-output models, and ensemble learning for information extraction and table component analysis.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Text Mining the arXiv with Large Language Models

Explore text mining techniques using Large Language Models to analyze and extract insights from the vast arXiv repository of scientific papers.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Applied Information Extraction in Python

Master information extraction from free-text data using Python, from regex patterns to neural networks and Transformer models like ChatGPT for real-world applications.

• Coursera
• 1 day 50 minutes
• Self-Paced
• Paid Course

Regression, Data Mining, Text Mining, Forecasting using R

545 ratings at Udemy

Learn Regression Techniques, Data Mining, Forecasting, Text Mining using R

• Udemy
• 1 day 8 hours 57 minutes
• Self-Paced
• Paid Course

Career Certificate

Applied Data Science with Python

34345 ratings at Coursera

Gain practical data science skills using Python, covering statistical analysis, machine learning, visualization, text mining, and network analysis through hands-on projects and popular toolkits.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

IIT Roorkee;  NPTEL

Business Analytics & Text Mining Modeling Using Python

Learn Python-based text mining for business intelligence, covering data handling, visualization, and modeling techniques to extract insights from textual data.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

DevConf

Natural Language Processing in Automation

Explore NLP's role in automation, covering algorithms, applications, and future trends. Gain insights into text analysis, chatbots, and sentiment analysis for business and software development.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Data Science Conference

Relation Extraction from Texts Using OpenNRE - A Beginner's Guide

Master relation extraction techniques using OpenNRE toolkit in Python, from basic concepts to practical implementation. Perfect for beginners seeking to uncover meaningful connections in text data.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

AI Doctoral Academy

Political Barometer: Public Opinion Mining Using Tweets

Explore advanced techniques for mining public opinion from Twitter data to analyze political sentiment and create accurate political barometers in the digital age.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

BasisTech

Event Extraction - What We've Learned and Where We're Going

Explore automated event extraction methods for intelligence and law enforcement, including bootstrapping solutions, trade-offs, lessons learned, and future research directions for improved performance.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Knowledge Discovery From Text

Discover how to extract meaningful knowledge and insights from textual data using computational linguistics and natural language processing techniques.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Regular Expressions in Python

Learn about string manipulation and become a master at using regular expressions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Fraud Detection in Python

Learn to detect fraud using Python, applying supervised and unsupervised learning techniques, handling imbalanced datasets, and implementing practical models with hands-on experience and real-life insights.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available