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.
Using Text Embedding Algorithms in Recommender Systems
Explore text embedding algorithms' surprising effectiveness in recommendation systems, outperforming state-of-the-art models while offering efficiency for large-scale applications.
Java Meets AI - A Hands On Guide to Building LLM Powered Applications with LangChain4j
Hands-on guide to integrating AI and Large Language Models into Java applications using LangChain4j, enabling developers to create powerful AI-driven solutions.
Explainable AI Analysis Visualization - Applications from Brain Computer Interfaces to ChatGPT
Explore cutting-edge applications of explainable AI, from brain-computer interfaces to ChatGPT, with a focus on analysis and visualization techniques.
Introduction to Building AI Applications - LangChain 101
Explore LangChain for AI app development, covering key concepts, tools, and practical applications to enhance your skills in building intelligent systems.
Explainable AI Analysis & Visualization - Applications from Brain Computer Interfaces to ChatGPT
Explore explainable AI analysis and visualization techniques, from brain-computer interfaces to ChatGPT, enhancing understanding of AI decision-making processes and applications.
Building a Voice-Enabled AI Assistant With Javascript
Learn to create a Jarvis-like AI assistant using Web APIs and langchain in this live coding session, exploring voice-enabled AI integration with JavaScript.
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.
Future of C++ Programming with AI Bots at Hand
Explore the impact of AI on C++ development, examining challenges, opportunities, and future implications. Learn from AI-generated code mistakes and prepare for the evolving landscape of software creation.
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.
The ChatGPT Privacy Tango - Dancing with Data Security and Large Language Models
Explore balancing privacy and utility in AI language models, focusing on protecting sensitive data while maximizing ChatGPT's benefits. Learn about PII removal, secure enclaves, and privacy-aware LLM applications.
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.
Deploy Your Machine Learning Bots Like a Boss with CI/CD
Learn to deploy machine learning chatbots using CI/CD, covering load balancing, testing, and model retraining. Gain practical insights for taking prototypes to production and iterating faster.
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.
The Pattern - Machine Learning Natural Language Processing Meets VR/AR
Explore open-source NLP tools and techniques through three ML pipelines using Redis modules. Learn to build knowledge graphs, deploy BERT Q&A models, and implement text summarization with Google's T5.
Word Wranglers & News Navigators - Taming GPT-3 Beast for Media Monitoring
Explore the integration of Large Language Models in media monitoring, from using OpenAI models to training a custom model. Learn about real-world implementation challenges and insights.
Language Model Zen
Explore the frontier of AI Language Models, understanding their nature and various approaches to using them. Discover tools like TransformerLens and learn about options from prompt engineering to fine-tuning.