Text Analysis Courses and Certifications

Alan Turing Institute

Operationalizing Creativity - The Data Science of Innovation from Elites to Vox Pop - Dr Simon Dedeo

Explore data-driven approaches to creativity and innovation, from elite to popular levels. Learn about operationalizing creativity, quantifying development, and analyzing innovation dynamics.

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

Alan Turing Institute

Small Data and Big Data - Web Archives and Research in the Humanities

Explore web archives' potential for humanities research, examining challenges and opportunities in using digital collections to study social and cultural phenomena.

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

Alan Turing Institute

Reading Between the Lines - The Hidden Bias of NLP - Dr Dirk Hovy

Dr Dirk Hovy explores hidden biases in Natural Language Processing, discussing selection, annotation, model, and design biases, with a focus on American English and potential solutions.

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

Open Data Science

Using Free Text for Predictive Modeling

Explore efficient text representation for predictive analytics, covering techniques to transform varied-length text into fixed-length vectors for machine learning applications like sentiment analysis and news classification.

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

Toronto Machine Learning Series (TMLS)

Modern NLP: Learning to Apply Real Use Cases

Explore NLP fundamentals and apply practical coding examples in Python to solve real-world text data challenges. Master essential tools for advanced NLP topics and applications.

• YouTube
• 3 hours 33 minutes
• On-Demand
• Free Video

EuroPython Conference

NLP Application in Cases of Violence Against Women

Explore NLP techniques to analyze and structure domestic violence victims' testimonies, aiding research and policy-making through Python-based speech-to-text and text analysis.

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

MICDE University of Michigan

Introduction to Tokenizing Scientific Data - Byte Pair Encoding Tokenization

Explore byte pair encoding tokenization for scientific data, learning its principles and applications in natural language processing and machine learning.

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

NPTEL-NOC IITM

Investigating Real-World Case Studies in Forensic Linguistics

Explore real-world applications of forensic linguistics through landmark cases, including a detailed examination of the Unabomber Case study.

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

UofU Data Science

Introduction to Natural Language Processing and Course Overview

Discover the fundamentals of Natural Language Processing, its evolution, core concepts, and practical applications in this comprehensive introduction to NLP fundamentals.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

ISTA Conference

Different Approaches in Detection of Machine-Generated Texts

Explore various methods and challenges in detecting AI-generated content, including solution demonstrations and performance analysis of different detection approaches.

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

Data Science: Natural Language Processing (NLP) in Python

12910 ratings at Udemy

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

• Udemy
• 11 hours 56 minutes
• On-Demand
• Paid Course

Applied Text Mining and Sentiment Analysis with Python

712 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
• On-Demand
• Paid Course

Sentiment Analysis in Python

16 ratings at DataCamp

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

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

Introduction to Natural Language Processing in R

Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.

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

Analyzing Social Media Data in R

Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.

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