Unleash the Power of Large Language Models
Explore the potential of large language models, their impact on work, and learn to interact with AI effectively. Gain insights into prompting, future skills, and real-world applications.
Exploring ChatGPT for Improved Observability
Discover how ChatGPT can enhance enterprise observability practices by interpreting system data, providing real-time insights, and offering recommendations to improve software reliability and performance.
AIOps and ChatGPT - Preparing for the Next Wave in IT Operations
Explore the integration of AIOps and ChatGPT in IT operations, discussing benefits, challenges, and real-world applications for streamlining work and gaining valuable insights to drive business growth.
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.
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.
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.
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.
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.
From Paper to Product - How We Implemented BERT
Explore the journey of implementing BERT in a natural language generation product, from initial research to production deployment. Learn about challenges, successes, and valuable lessons for NLP practitioners.
An Introduction to Natural Language Generation
Explore natural language generation through real-world examples, deep learning techniques, and transformer models. Learn about word embeddings, BERT, GPT, and practical applications in various domains.
Why Dolly Is Just the Beginning for Open LLM Models
Explore the evolution of open LLMs, focusing on Dolly's impact and the potential for fine-tuning smaller models with proprietary data to gain a competitive edge in AI development.
Training With BertForPretraining
Explore BERT training techniques, focusing on NSP and MLM logic, with practical implementation steps and code examples for effective model fine-tuning.
Training BERT - Train With Masked-Language Modeling
Learn to fine-tune BERT models using masked language modeling in PyTorch for domain-specific NLP tasks, enhancing performance beyond out-of-the-box capabilities.
Sentence Similarity With Transformers and PyTorch
Learn to measure semantic similarity between sentences using BERT and PyTorch. Explore tokenization, vector creation, and cosine similarity calculation for powerful NLP applications.
Prompt Templates for GPT-3.5 and Other LLMs - LangChain
Learn to create effective prompts for language models using LangChain's PromptTemplates and FewShotPromptTemplates. Explore example selectors and best practices for prompt engineering in this hands-on tutorial.
Generative Question-Answering with OpenAI's GPT-3.5 and Davinci
Explore generative question-answering using OpenAI's GPT-3.5 and Davinci. Learn about app creation, architecture, data indexing, querying, and answer generation in this AI-powered approach.
AugSBERT: Domain Transfer for Sentence Transformers
Learn to transfer knowledge from out-of-domain datasets to your target domain using AugSBERT. Optimize language models with efficient data selection and domain-transfer training strategies for improved performance.
Can AI Fix Vulnerable Code? - Exploring AI's Potential in Cybersecurity
Explore AI's ability to fix vulnerable code through XSS, injection attacks, and LFI examples. Assess ChatGPT's effectiveness in addressing these security issues in web applications.
Debugging SQL Queries: Understanding Execution Plans and Query Flow
Explore SQL query debugging techniques, including execution plans and ChatGPT integration. Learn to identify flaws, understand query flow, and optimize performance for more efficient database operations.