Text Mining Courses and Certifications

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
• On-Demand
• Free Video

Regular Expressions in Python

24 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• 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
• On-Demand
• Free Trial Available

Sentiment Analysis in R

Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelling visualizations.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Trial Available

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
• On-Demand
• Conference Talk

Data Science Conference

Graph Based Approach to Text Mining Solutions

Discover how to uncover new senses in textual language using knowledge graphs, embeddings, and LLM architectures, with practical applications demonstrated on the Slovenian Corpus dataset.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

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
• 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
• 5 hours
• On-Demand
• Free Certificate

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
• 2 hours
• On-Demand
• Free Certificate

Microcredential

Data Mining

2940 ratings at Coursera

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
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course

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 a week
• On-Demand
• Free Online Course (Audit)

Hands On Natural Language Processing (NLP) using Python

1877 ratings at Udemy

Learn Natural Language Processing ( NLP ) & Text Mining by creating text classifier, article summarizer, and many more.

• Udemy
• 10 hours 33 minutes
• On-Demand
• Paid Course

U&P AI - Natural Language Processing (NLP) with Python

1149 ratings at Udemy

Become an NLP Engineer by creating real projects using Python, semantic search, text mining and search engines!

• Udemy
• 5 hours 50 minutes
• On-Demand
• Paid Course

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