Text Analysis Courses and Certifications

Marketing Analytics in R

Gain the R skills you need to make more data-driven marketing decisions.

• DataCamp
• 1 day
• Self-Paced
• Free Trial Available

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

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

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

Career Certificate

Data Mining

2954 ratings at Coursera

Mine structured and unstructured data: discover patterns, cluster data, build text retrieval and search engines, visualize data, and tackle Yelp restaurant review challenges.

• Coursera
• 12 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses

Packt

Foundations of LLMs and Deep Learning for Text Analysis

Represent and analyze text with deep learning using one-hot encoding, TF-IDF, word embeddings and RNNs, then explore transformer architecture, BERT, LLM fine-tuning and prompt engineering.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Introduction to TF-IDF Vectorization in Python

1 rating

Learn to convert text into TF-IDF numerical features in Python, customize vectorization parameters, remove stop words, and inspect influential terms for predictive modeling.

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

Information Extraction from Free Text Data in Health

Build an end-to-end NLP pipeline for clinical notes and radiology reports: regular expressions, medical terminology resources, named entity recognition, sequential classification, and neural models for adverse events.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

Data Mining Project

51 ratings at Coursera

Mine a Yelp restaurant review data set: visualize opinions, cluster cuisines into a map, discover popular dishes, recommend restaurants, and predict hygiene conditions.

• Coursera
• 7 weeks, 2 hours a week
• Self-Paced
• 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
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Text Marketing Analytics

17 ratings at Coursera

Analyze marketing text: build regularized supervised classifiers from human labels, run topic models and text-derived networks, and apply auditable LLM classification with batch inference and fine-tuning.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Introduction to Digital Humanities

50 ratings at edX

Develop skills in digital research and visualization techniques across subjects and fields within the humanities.

• edX
• 7 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Coursera

Naive Bayes 101: Resume Selection with Machine Learning

17 ratings at Coursera

Build a Naïve Bayes classifier that predicts whether a resume text is flagged, training on a labeled set of 125 resumes for automated screening.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Foundations for Data Analytics Part 2

Analyze time series, text, and network data: extract features, apply TF-IDF and topic modeling, build keyword co-occurrence networks, and work with joint probability distributions.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Text Mining for Marketing

Learn how text mining turns customer reviews, social posts and feedback into marketing insights using sentiment analysis, topic modelling, named entity recognition and text classification.

• Coursera
• 12 weeks, 2 hours a week
• Self-Paced
• Paid Course