Sentiment Analysis Courses and Certifications

Sentiment Analysis in Python

454 ratings at DataCamp

Have you left a review to express how you feel about a product or a service?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Sentiment Analysis in R

97 ratings at DataCamp

Expand Your Text Mining Skill Set Add sentiment analysis to your text mining toolkit!

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Coursera

Sentiment Analysis with Deep Learning using BERT

398 ratings at Coursera

Fine-tune a PyTorch BERT model for multi-class sentiment analysis: adjust the architecture, optimizer and scheduler, and write train/evaluate loops that save and load models.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Coursera

NLP: Twitter Sentiment Analysis

376 ratings at Coursera

Train a Naive Bayes classifier on thousands of Twitter tweets to automatically predict whether customers are happy or unhappy.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

EDUCBA

Python Case Study - Sentiment Analysis

18 ratings at Coursera

Build a sentiment analysis pipeline in Python: clean and preprocess text data, extract features, train classification models, and evaluate them with standard metrics.

• Coursera
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Edureka

Advanced Tokenization and Sentiment Analysis

Build sentiment analysis models with VADER, Naïve Bayes, BERT, and RoBERTa while applying subword, byte-level, and adaptive tokenization to handle out-of-vocabulary and multilingual text.

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

EDUCBA

Sentiment Analysis with RNNs in Keras

Build LSTM sentiment classifiers in Keras: tokenize and pad IMDB review text, train simple and complex RNN models, plot results, and predict review sentiment.

• Coursera
• 2 hours 41 minutes
• Self-Paced
• Paid Course

Tweet Visualization and Sentiment Analysis in Python - Full Tutorial

Use Python to stream, analyze, visualize, and perform sentiment analysis on live Twitter data.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

AWS SimuLearn: Sentiment Analysis from Customer Calls

Design and build an AWS solution that analyzes sentiment in customer calls through an AI-guided simulation and hands-on lab.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Rob Mulla

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

Build a Python sentiment classifier for Amazon reviews with NLTK VADER and Hugging Face RoBERTa, then compare the models’ results.

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

Nicholas Renotte

Sentiment Analysis with BERT Neural Network and Python

Use a pre-trained BERT model with Hugging Face Transformers to score sentiment in individual and scraped Yelp reviews.

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

James Briggs

Sentiment Analysis on Any Length of Text With Transformers - Python

Learn to apply transformer-based sentiment analysis to texts longer than BERT’s token limit by splitting and recombining tokenized chunks.

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

James Briggs

Advanced Sentiment Analysis with NLP Transformers and Vector Search

Apply RoBERTa sentiment analysis and sentence-transformer embeddings to hotel reviews, indexing results in Pinecone for semantic queries, metadata filtering, and opinion mining.

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

Data Science Festival

NLP Projects at Connex One - Sentiment Analysis, Entity Recognition, and Call Summarization

Explore ongoing NLP projects at Connex One, from sentiment analysis to call summarization. Gain insights into successes and challenges in AI implementation for data-driven solutions.

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

Red Hat Developer

Sentiment Analysis Use Case - DevNation Day India 2023

Explore sentiment analysis techniques and applications in this insightful tech marketing presentation from DevNation Day India '23.

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