Text Mining Courses and Certifications

Text Mining and Analytics

10 ratings

Explore statistical approaches for mining and analyzing text data, covering word associations, topic analysis, clustering, categorization, and sentiment analysis, with practical applications.

• Coursera
• 1 day 9 hours 29 minutes
• Self-Paced
• Paid Course

Applied Text Mining in Python

3824 ratings at Coursera

Learn text mining and manipulation in Python, covering NLTK, regex, text cleaning, classification, and topic modeling for advanced document analysis.

• Coursera
• 1 day 1 hour 16 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

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

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

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

Natural Language Processing in Python

Learn how to transcribe, and extract exciting insights from books, review sites, and online articles with Natural Language Processing (NLP) in Python.

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

Hands-on Text Mining and Analytics

40 ratings at Coursera

Learn key text mining techniques like preprocessing, sentiment analysis, and topic modeling using real-world datasets and a Java toolkit. Gain hands-on experience to become a competent data scientist.

• Coursera
• 14 hours 8 minutes
• Self-Paced
• Paid Course

PASS Data Community Summit

Text Mining & Sentiment Analysis Made Easy

Learn to analyze text data using Azure Cognitive Services and Power BI. Extract key phrases, derive sentiment scores, and create effective visual dashboards without needing advanced data science skills.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Conference Talk

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
• 2 hours
• Self-Paced
• 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
• 5 hours
• Self-Paced
• Free Certificate

Introduction to TF-IDF Vectorization in Python

1 rating

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
• 2 hours
• Self-Paced
• Free Certificate

Data Science: Wrangling

34 ratings at edX

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

• edX
• 8 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

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
• Self-Paced
• Free Online Course