Sentiment Analysis Courses and Certifications

Validating Daily Social Media Macroscopes of Emotions

Explore how social media sentiment analysis can accurately measure daily emotional dynamics of online communities, validated through surveys and applied to COVID-19 impact studies.

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

Explore Taylor Swift's lyrics using sentiment analysis and NLP. Uncover themes, visualize insights, and gain a deeper understanding of her discography through data-driven analysis.

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

Sentiment Analysis

Explore sentiment analysis techniques for cryptocurrency trading, covering indicators like long/short positions, volume, funding rates, and social sentiment to improve market insights.

• YouTube
• 11 hours
• On-Demand
• Free Video

Sentiment Analysis, Big Data, Natural Language Processing

Learn to analyze Twitter data using Python, NLTK, and machine learning techniques for sentiment analysis and user influence ranking.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

James Briggs

Advanced Sentiment Analysis with NLP Transformers and Vector Search

Learn advanced sentiment analysis techniques using NLP transformers and vector search. Apply these methods to large datasets, generate insights, and create queryable databases for understanding customer perceptions in the hotel industry.

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

Venelin Valkov

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

Learn to deploy a pre-trained BERT model for sentiment analysis as a REST API using FastAPI, PyTorch, and Hugging Face. Covers project setup, API creation, model integration, and real-time predictions.

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

Venelin Valkov

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

Learn to build a sentiment classification model using BERT, Hugging Face, and PyTorch. Covers BERT basics, fine-tuning for sentiment analysis, model training, evaluation, and prediction from raw text.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Venelin Valkov

Sentiment Analysis with BERT Using Huggingface, PyTorch and Python Tutorial

Learn text preprocessing for sentiment analysis using BERT, Hugging Face, and PyTorch. Covers tokenization, padding, attention masks, dataset creation, and data splitting for NLP tasks.

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

Elvis Saravia

Sentiment Analysis - Key Milestones, Challenges and New Directions

Explore key milestones, challenges, and new directions in sentiment analysis, covering topics from polarity detection to multimodal analysis and sentiment reasoning.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Nicholas Renotte

Sentiment Analysis with BERT Neural Network and Python

Learn to perform sentiment analysis using BERT and Python. Scrape Yelp reviews, calculate sentiment scores, and leverage pre-trained models for efficient NLP tasks. Ideal for those interested in advanced text analysis techniques.

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

Nicholas Renotte

Presidential Debate Twitter Sentiment Analysis Using Python and NLTK

Learn to analyze Twitter sentiment for presidential debates using Python, NLTK, and TextBlob. Extract polarity and subjectivity from tweets to gauge public opinion on candidates quickly and efficiently.

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

1littlecoder

Sentiment Analysis in R with Sentimentr - Handling Negation and Valence Shifters

Explore sentiment analysis in R using {sentimentr}, handling negation and valence shifters for accurate text data analysis of emotions and profanity.

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

Rob Mulla

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

Learn to classify Amazon review sentiment using NLTK's VADER and Huggingface's RoBERTa models in Python. Compare results and gain practical NLP skills for language modeling and data science.

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

Sentiment Analysis with-without NLTK Python

Learn to perform sentiment analysis in Python, covering text cleaning, tokenization, emotion detection, and visualization, with optional NLTK integration for advanced analysis.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Data Science Festival

Introduction to Natural Language Processing - Key Concepts and Business Applications

Explore key NLP concepts, business applications, and cloud computing's role in training complex models. Gain insights into how machines understand human language and process it rapidly.

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