New and Powerful Components for AI and LLMs in Wolfram Language 14.1
Explore Wolfram Language 14.1's latest AI tools, including LLM connections, prompt engineering, speech recognition, and audio/video processing advancements.
Deep Dive into ChatGPT: Architecture and Comparison with Bard and LLaMa
Explore ChatGPT's architecture, implementation, and evolution. Compare with Bard and LLaMa. Learn to build tinyGPT. Gain insights into transformers, attention mechanisms, and the GPT family of models.
From Zero to SOTA: Fine-Tuning BERT Using Hugging Face for World-Class Training Performance
Discover how to fine-tune BERT using Hugging Face and Graphcore's IPU for state-of-the-art NLP performance. Learn to accelerate AI development, optimize models, and leverage cloud platforms for efficient machine learning workflows.
How to Get Value Out of ChatGPT and Stable Diffusion Models with Proprietary Data
Explore applications of language models and generative AI in corporate settings, boosting productivity and customer experience while preserving proprietary data.
AI Automation in the Digital World - Current Progress and Challenges
Explore the current state and limitations of AI agents in automating digital tasks. Examine challenges in tool use, reasoning, and knowledge, and discover potential solutions for achieving true AI autonomy.
Building an End-to-End Web Application with Microsoft's Semantic Kernel
Develop a web app using Microsoft's Semantic Kernel to integrate LLMs, enhancing their capabilities with structured responses and external data sources.
Automating Knowledge Work with Generative AI
Explore generative AI's impact on knowledge work, learn to apply models for business solutions, and gain hands-on experience in automation techniques.
Efficient Fine-tuning and Prompt Engineering - Lecture 20
Explore efficient fine-tuning techniques and prompt engineering strategies for optimizing large language models in machine learning applications.
Efficient Fine-tuning and Prompt Engineering - Lecture 20
Explore efficient fine-tuning techniques and prompt engineering strategies for optimizing large language models in machine learning applications.
How to Re-Code LLMs Layer by Layer with Tensor Network Substitutions
Explore strategies for recoding Large Language Models using tensor network substitutions to enhance explainability, compression, and performance on smaller devices.
Meta Llama 3 Fine-Tuning, RAG, and Prompt Engineering for Drug Discovery
Explore advanced techniques to enhance Llama 3's performance in drug discovery using fine-tuning, RAG, and prompt engineering. Gain insights into improving domain-specific AI responses for pharmaceutical research.
LangChain Suite for Advanced Drug Discovery Generative AI Workflows
Explore advanced drug discovery using LangChain's AI tools. Compare GPT models, optimize workflows, and leverage generative AI for pharmaceutical innovation.
GenAI Multimodal, RAG, RAPTOR, Agent, and Finetuning - Live Coding Demonstration
Explore cutting-edge GenAI techniques through live demos of RAG, RAPTOR, Agent, and Finetuning. Witness multimodal capabilities and gain hands-on experience with advanced AI models and tools.
Live Python Demos - Generative Artificial Intelligence
Explore local hosting of generative AI models, comparing LLMs and LMMs for image processing, code generation, and multimodal tasks using various platforms and tools.
Emerging Tech Governance: Opportunities and Challenges of AI in Medicine
Explore ethical challenges and governance gaps in emerging technologies like AI in medicine, genetic engineering, and consumer neurotechnology.
Realtime Socket Streaming with Apache Spark - End-to-End Data Engineering Project
Build a real-time data streaming pipeline using TCP/IP Socket, Apache Spark, OpenAI LLM, Kafka, and Elasticsearch. Process 7 million records for sentiment analysis and efficient data indexing.
Unpacking Three Types of Feature Stores - MLOps Podcast
Explore feature stores, vector stores, and embeddings in ML and LLMs. Learn about personalization in prompts, MLOps challenges, and innovations from Featureform's CEO Simba Khadder.
Future-Proofing Your Tech Job from Generative AI - A Roadmap
Explore a comprehensive roadmap for understanding generative AI, from prompt engineering to LLM models, use cases, and development tools. Future-proof your tech career with expert insights.
Prompt Crafting 102 - Introduction to Langchain - February 24, 2024
Explore Langchain's innovative approach to language processing, combining AI models with tree-of-thought reasoning. Learn key features, applications, and integration techniques for enhanced AI capabilities.
ChatGPT in a Medical Setting: Safety, Appropriateness, and Desirability - November 15, 2023
Explore the safety, appropriateness, and potential benefits of using ChatGPT in medical contexts with insights from linguistics and computer science experts.
Generative AI Concepts and Services for AI-900 Certification
Explore generative AI concepts and services, including LLM training, transformer models, OpenAI, Microsoft Copilots, and Azure OpenAI. Learn about prompt engineering, responsible AI, and practical applications.