AI Development for Non-Developers: Building a Simple GPT App in Python
Explore GPT model usage in a simple Python app, gaining insights into generative AI technologies and learning to create, deploy, and interact with AI models on Azure.
Exploring the Power of AI in Blockchain for the Mortgage Industry
Explore AI's potential in blockchain for mortgages. Learn about AI basics, advantages, risks, and impactful use cases. Gain insights on integrating AI with blockchain technology in the mortgage industry.
Treating Prompt Engineering More Like Code - Promptimize and Test-Driven Development for AI
Explore scientific prompt evaluation with Promptimize. Learn about open-sourcing, test suites, and AI challenges. Gain insights on prompt optimization, deterministic evaluation, and the evolving landscape of AI prompt engineering.
The Next Million AI Apps - Developing Custom Models for Specialized Tasks
Develop custom AI models using fine-tuning and data-driven techniques to create differentiated products solving previously unattainable problems.
Harnessing AI APIs for Safer, Accurate, and Reliable Applications
Explore strategies for integrating AI APIs to build safer, more accurate applications. Learn to mitigate risks, enhance performance, and improve quality in production settings for RAG and AI-assisted knowledge work.
CS 201: Introduction to Natural Language Processing - Lecture 11/17/2022
Explore natural language processing with Dan Jurafsky in this UCLA Computer Science lecture, covering key concepts and applications in computational linguistics.
The Lottery Ticket Hypothesis for Gigantic Pre-Trained Models
Explore the lottery ticket hypothesis in large pre-trained models, uncovering efficient subnetworks for transfer learning in NLP and computer vision tasks.
140+ ChatGPT Tips and Tricks with Demo in 2024
Discover 140+ ChatGPT tips for effective prompts, coding, Excel, PowerPoint, marketing, finance, and more. Master advanced techniques and unlock AI's potential across various domains.
Complete Session on Knowledge Graph and GraphDB with LangChain
Comprehensive exploration of Knowledge Graphs and GraphDB integration with LangChain, covering implementation techniques and practical applications for advanced data management and AI systems.
Comprehensive Guide to Generative AI Projects - From Basics to Advanced Applications
Explore cutting-edge generative AI projects, from Google Gemini to LangChain. Learn to build AI applications, understand RAG, and develop LLM apps for Android. Gain practical skills in AI development and implementation.
AutoML for Natural Language Processing - EACL 2013 Tutorial
Explore AutoML techniques for NLP, covering hyperparameter optimization and neural architecture search to improve model-building rigor and efficiency.
Hands-on Workshop on ChatGPT and Large Language Models
Explore NLP, LLMs, and GPT architecture. Build LLM solutions with Hugging Face and master prompt engineering in this hands-on workshop.
ChatGPT in Research
Explore ethical considerations and practical applications of ChatGPT in research with insights from leading experts in AI and data science.
Techniques for Enhanced Model Performance in Prompt Engineering
Discover essential prompt engineering techniques and best practices to enhance AI model interactions, from basic concepts to advanced strategies for improved accuracy and relevance.
Challenges, Considerations, and Best Practices in Prompt Engineering
Discover essential prompt engineering techniques, challenges, and best practices through real-world examples, advanced strategies, and practical validation methods for crafting effective AI prompts.
Inside Multimodal Models - Understanding Technology and Applications
Dive into the mechanics and applications of multimodal AI models, exploring key technologies like CLIP, DALL-E, and GPT-4 through practical demonstrations and real-world use cases.
A Large Language Model's Guide to AI-Assisted Travel Planning
Explore how to effectively use large language models for travel planning through real-world examples and practical prompt engineering techniques for AI-assisted vacation planning.
Building a Privacy-Focused Pregnancy App with AI and Decentralized Web Nodes
Discover how to leverage AI and decentralized web nodes to build a privacy-focused pregnancy tracking application, with practical demonstrations and implementation insights.
Prompt Engineering Simplified - A Guide to Best Practices and Advanced Techniques
Master essential prompt engineering concepts, from basic principles to advanced techniques, including system messages, model-specific approaches, and meta prompting strategies.
Codeless Generative AI Pipelines - Prompt Automation and Real-Time Dataflow
Discover how to build automated AI pipelines using vector embeddings, Milvus, and real-time dataflow systems for efficient prompt management and query automation.
Reducing Hallucinations in Conversational Systems
Discover effective strategies for minimizing AI hallucinations through prompt engineering techniques, ethical considerations, and bias mitigation in large language models.