Flowable Business Processing from Kafka Events
Explore event-driven business process management using Flowable BPM and Kafka. Learn to create scalable orchestrations of microservices, devices, and humans through high-level models.
Signals from the Deep Web - Making Sense of Ephemeral and Anonymous Content
Explore data scraping as an alternative to biased APIs for social media research. Learn scalable architecture for deep web data capture, topic modeling, and sentiment analysis to detect community manipulation.
A Machine Learning Mood-O-Meter
Realizzazione di un analizzatore di sentiment per determinare il tono positivo o negativo dei testi, utilizzando commenti Reddit e Spark con Scala per creare un classificatore e misurare l'umore degli utenti.
Cool Things to Do with Alexa - and Lots of Things You Can't
Explore Alexa skill development, architecture, and practical tips. Learn to integrate sentiment analysis and understand the dos and don'ts of creating effective voice-based applications.
Sentiment Analysis of Social Media Posts Using Apache Spark
Practical demonstration of sentiment analysis on Reddit comments using Apache Spark, covering implementation, data processing, and results visualization for large-scale social media content analysis.
NLP in Feedback Analysis
Explore cutting-edge NLP techniques for feedback analysis, including topic detection and sentiment analysis. Learn about word embedding, neural network models, and their real-world applications in text analytics.
When People and Algorithms Meet - User-Reported Problems in Intelligent Everyday Applications
Análisis de problemas reportados por usuarios en aplicaciones inteligentes cotidianas, revelando desafíos en contenido, algoritmos, elección del usuario y retroalimentación, con implicaciones para el diseño de sistemas de apoyo.
Getting Computers to Understand Us
Explore the future of voice interfaces and natural language processing, including applications, challenges, and solutions for improving human-computer interaction through advanced technologies.
Breaking Language Barriers with AI
Explore AI-powered language services for developers, including translation, speech-to-text, and sentiment analysis. Learn to integrate these tools to enhance app functionality and reach global audiences.
Social Media Risk Metrics When OMGWTFBBQ Meets Risk Algorithms
Explore social media risk metrics and algorithms, covering sentiment analysis, profiling techniques, and data collection methods for effective risk assessment and management.
No Raw std::thread! - Live Tweet Analysis in C++
Explore concurrent algorithms for complex interactions in C++ using a live tweet analysis app. Learn to apply algorithms for values distributed in time and space without raw std::thread.
Natural Language Processing in Python - From Zero to Hero
Comprehensive introduction to NLP in Python, covering traditional approaches, advanced concepts, and state-of-the-art language models. Includes practical applications and performance-boosting techniques.
Intro to Hugging Face - Fine-Tuning BERT for NLP Tasks
Hands-on tutorial for fine-tuning BERT models using Hugging Face and PyTorch. Learn to adapt pre-trained NLP models for sentiment analysis, gaining practical skills in deep learning and confidence in navigating open-source tools.
I Hate You, NLP
Explore sentiment analysis in Python, from basic semantic mapping to advanced machine learning techniques. Learn pitfalls, see hands-on code, and discover tools for accurate emotion detection in text data.
Recipe for Text Analysis in Social Media
Explore text analysis in social media using Naïve Bayes classifiers, sentiment analysis, and linguistic information. Learn about opinion lexicons and supervised vs unsupervised learning approaches.
Introduction to Sentiment Analysis with SpaCy
Learn to extract opinions from text using spaCy, covering sentiment analysis basics, topic extraction, and rating consolidation. Includes practical examples in German with English translations.
Opt Out of Online Sexism – Open Source Activism
Explore an open-source browser extension combating online sexism. Learn about challenges, community-led development, and balancing NLP with web development for digital activism.
Building Smarter Solutions with No Expertise in Machine Learning
Explore practical ML solutions using existing models and AutoML techniques, with interactive demonstrations and insights for quick implementation without deep expertise.
AI Application With Power BI - Achieving AI Analytics
Explore machine learning and cognitive services in Power BI, enhancing data analysis with AI-driven insights for improved decision-making and business intelligence.
Sentiment Analysis Using Cognitive Services in Power BI - Achieving AI Analytics
Learn to perform text analytics and sentiment analysis using Cognitive Services in Power BI, enhancing your AI-driven data analysis capabilities.
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.