Sentiment Analysis Courses and Certifications

Validating Daily Social Media Macroscopes of Emotions

Santa Fe Institute offers a short study on validating sentiment analysis of social media text for tracking macro-level emotional dynamics, with a focus on COVID-19 related emotions.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Sentiment Analysis with-without NLTK Python

Learn sentiment analysis using Python and NLTK in this 1-2 hour program. Master text cleaning, tokenization, emotion counting, and graphing emotions with Matplotlib.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics. If you're looking to analyze large amounts of text and gain deeper insight into music, try this case study. You will put your natural language processing and machine…

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Sentiment Analysis

Master sentiment analysis in cryptocurrency trading with this 11-hour program. Learn to interpret Bitcoin sentiment, use margin interest rates, analyze bull/bear income, and more.

• YouTube
• 11 hours
• On-Demand
• Free Online Course

Sentiment Analysis, Big Data, Natural Language Processing

Learn to use Python for sentiment analysis and natural language processing, including web scraping and machine learning practices, in just 1-2 hours.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Rob Mulla

Python Sentiment Analysis Project with NLTK and Transformers - Classify Amazon Reviews

Learn to create a sentiment analysis classifier using Python, NLTK's VADER, and Huggingface Roberta Transformers in under an hour with Rob Mulla.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Elvis Saravia

Sentiment Analysis - Key Milestones, Challenges and New Directions

Explore sentiment analysis with Soujanya Poria, a senior scientist at IHPC, ASTAR. This 1-2 hour material covers key milestones, challenges, and new directions in the field.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Sentiment Analysis with BERT Neural Network and Python

Learn to use BERT neural network and Python for sentiment analysis in less than an hour with Nicholas Renotte. Includes scraping Yelp reviews for large-scale sentiment calculation.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Presidential Debate Twitter Sentiment Analysis Using Python and NLTK

Learn to apply sentiment analysis to Twitter feeds using Python and NLTK in less than an hour with Nicholas Renotte. Ideal for market research and customer feedback.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

James Briggs

Advanced Sentiment Analysis with NLP Transformers and Vector Search

Learn to apply sentiment analysis to large datasets using NLP transformers and Pinecone, with a focus on the hotel industry, in under an hour with James Briggs.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Venelin Valkov

Deploy with FastAPI - Sentiment Analysis with BERT Using Huggingface, PyTorch, and Python Tutorial

Learn to deploy a pre-trained BERT model as a REST API using FastAPI and Uvicorn in under an hour with Venelin Valkov. Includes hands-on project work.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Venelin Valkov

Sentiment Analysis with BERT Using Huggingface, PyTorch, and Python Tutorial

This course covers using BERT to create, train, and evaluate a sentiment classifier using Transfer Learning and Hugging Face.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

Venelin Valkov

Sentiment Analysis with BERT Using Huggingface, PyTorch and Python Tutorial

Learn text preprocessing and sentiment analysis using BERT, huggingface, and PyTorch in this short tutorial by Venelin Valkov. Master tokenization, padding, and creating data loaders.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Understanding Sentiment Analysis and Its Applications

This course is packed with everything you need to know to understand the field and be confident about getting started in production settings.

• Pluralsight
• 40 minutes
• On-Demand
• Free Trial Available

Sentimental Analysis on COVID-19 Tweets using python

48 ratings at Coursera

Learn to preprocess text data for sentiment analysis using Python with Coursera Project Network. Analyze COVID-19 related tweets, label sentiments, and visualize results.

• Coursera
• 2 hours 25 minutes
• On-Demand
• Paid Course