Text Analysis Courses and Certifications

James Briggs

Sentiment Analysis on Any Length of Text With Transformers - Python

Learn to perform sentiment analysis on long texts using transformers in Python, overcoming token limitations through chunking and processing techniques for NLP tasks.

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

Text-Based Timeline Analysis and New Instruments for the Science of Stories

Exploring Twitter data as a telescope for observing collective human thought, revealing insights into sentiment, narrative power, and social dynamics through innovative text analysis techniques.

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

EuroPython Conference

Recipe for Text Analysis in Social Media

Explore text analysis in social media using Naïve Bayes classifiers, sentiment analysis, and linguistic information. Learn about opinion lexicons and supervised vs unsupervised learning approaches.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

SQLBits

Fast and Efficient Text Analysis Using Azure's Language Cognitive Service

Explore Azure's Language Studio for text analysis, focusing on keyword extraction, sentiment analysis, and opinion mining. Apply these tools to customer reviews using Python and visualize in Power BI.

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

UofU Data Science

Visualization for Data Science: Evaluation, Sets, and Text Analysis

Explore advanced data visualization techniques for scientific analysis, focusing on evaluation methods, set theory applications, and text-based visualizations.

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

Film Courage

Acting Is 99% Text Analysis

Discover how text analysis forms the foundation of great acting performance with insights from veteran actress and acting coach Lynda Goodfriend.

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

Center for Language & Speech Processing(CLSP), JHU

Rational Kernels - A General Machine Learning Framework for the Analysis of Text

Discover rational kernels as a powerful machine learning framework for analyzing text and sequential data through advanced kernel methods and computational techniques.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Data Science: Natural Language Processing (NLP) in Python

12911 ratings at Udemy

Applications: decrypting ciphers, spam detection, sentiment analysis, article spinners, and latent semantic analysis.

• Udemy
• 11 hours 56 minutes
• Self-Paced
• Paid Course

Prompt Engineering for Precise Text Modification

Master sophisticated prompt engineering techniques for precise text manipulation, focusing on summarization, extension, and modification while maintaining essential elements and desired characteristics.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Linguistics for Token Classification in spaCy

Master linguistic concepts and semantic analysis for token classification using spaCy, from syntactic dependencies to custom NLP pipeline components and entity recognition techniques.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Integrated MUET Skills

Master essential MUET test skills including speaking, reading comprehension, and academic writing with proper grammar, vocabulary, and organizational techniques.

• OpenLearning
• Self-Paced
• Paid Course

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

Applied Text Mining and Sentiment Analysis with Python

714 ratings at Udemy

Perform Sentiment Analysis on Twitter data by combining Text Mining and NLP techniques, NLTK and Scikit-Learn

• Udemy
• 2 hours 18 minutes
• Self-Paced
• Paid Course

Digital Humanities in Practice: From Research Questions to Results

18 ratings at edX

Combine literary research with data science to find answers in unexpected ways. Learn basic coding tools to help save time and draw insights from thousands of digital documents at once.

• edX
• 10 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Text Mining and Sentiment Analysis with Tableau and R

497 ratings at Udemy

Data Science with R and Tableau: Extract valuable info out of Twitter to rock in marketing, finance, or any research.

• Udemy
• 3 hours 57 minutes
• Self-Paced
• Paid Course