Text Mining Courses and Certifications

International Centre for Theoretical Sciences

Biomedical Text Mining II by Sudeshna Sarkar

Explore advanced techniques in biomedical text mining, focusing on extracting valuable insights from medical literature and clinical data to enhance healthcare research and decision-making.

• YouTube
• 53 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Biomedical Text Mining I by Sudeshna Sarkar

Explore techniques for extracting valuable insights from biomedical literature using text mining methods. Learn to process and analyze scientific texts for research and clinical applications.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

China Medical University

文本挖掘在科研选题中应用

顺应大数据时代背景下，医学专业研究生在学习和未来工作中面临的医疗健康信息化需求，介绍当前数据挖掘与知识发现中的先进技术--文本挖掘，培养学生的信息素养和科研能力。

• XuetangX
• On-Demand
• Free Online Course

Data Science: Wrangling

28 ratings at edX

Learn to process and convert raw data into formats needed for analysis.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Applied Data Science with Python

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
• 22 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

Introduction to TF-IDF Vectorization in Python

1 review

Master text vectorization techniques using TF-IDF in Python, from basic implementation to advanced parameter customization. Convert text data into numerical features and optimize for machine learning applications.

• CodeSignal
• On-Demand
• Free Certificate

Collecting and Preparing Textual Data for Classification

Master essential text data collection and preprocessing techniques for NLP, covering data cleaning, stop word removal, stemming, n-gram generation, and named entity recognition for effective classification projects.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to Text Data Exploration in Python

Dive into text data exploration using Python and pandas, mastering essential techniques for loading, analyzing, and visualizing datasets with a focus on SMS spam detection and natural language processing.

• CodeSignal
• On-Demand
• Free Certificate

Clinical Natural Language Processing

22 ratings at Coursera

Learn clinical NLP fundamentals, including linguistic principles, regular expressions, and text processing in R. Develop skills to extract information from clinical notes and apply them to identify diabetic complications.

• Coursera
• 12 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Mining

Comprehensive exploration of data mining techniques for structured and unstructured data, covering visualization, text retrieval, analytics, pattern discovery, and clustering, with a practical Yelp-based capstone project.

• Coursera
• 35 weeks, 4 hours a week
• On-Demand
• Paid Course

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
• On-Demand
• Free Trial Available