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.
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.
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.
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.
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.
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.
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 Local Voice Assistant Like Alexa Using LLMs and Python
Learn to build a voice-controlled AI assistant using Python, Streamlit, LangChain, and Ollama in under 100 lines of code. Create your own local version of Alexa through hands-on coding.
Exploring ChatGPT's Capabilities on Vulnerability Management
Explore ChatGPT's effectiveness in vulnerability management through comprehensive analysis of 6 key tasks, examining its potential and limitations in security-related code analysis.
How Generative AI Powers the Next Generation of Mercari Marketplace
Discover how Mercari leverages GenAI to enhance its C2C marketplace, from streamlining item listings to improving search relevance and product recommendations through advanced ML engineering techniques.
Fine-tuning Llama 3.2 for Mental Health Sentiment Analysis Using TorchTune
Master fine-tuning techniques for Llama 3.2 using torchtune, focusing on sentiment analysis for mental health data with practical implementation steps on a single GPU.
Leveraging GenAI for Seamless Developer Experiences in Backstage
Discover how to enhance Backstage's capabilities by integrating ChatGPT and other LLMs, optimizing prompts, and automating development workflows for improved productivity.
The Future of AI-Powered Observability - From Logs to Intelligent System Analysis
Explore how AI and GenAI transform system observability, from natural language queries to automated root cause analysis, making complex system monitoring accessible and efficient.
Faster Inference Using Output Predictions with OpenAI and vLLM
Master advanced inference techniques for faster AI model outputs using OpenAI predictions and vLLM speculative decoding, with practical demonstrations and cost optimization strategies.
Progress in Agentic AI - From Chatbots to Autonomous Systems
Explore the latest advancements in agentic AI systems, from automated ML research to self-optimizing models, with insights into Sakana AI's groundbreaking developments and future prospects.
Building an Open Source Agentic RAG Application with Llama
Dive into building advanced LLM applications using LangChain v0.2 and LangGraph, focusing on context-aware reasoning and autonomous agent development with RAG implementation.
Generative AI Full Course 2024 - From Basics to Advanced Applications
Comprehensive exploration of Generative AI, covering fundamentals, tools, applications, and advanced concepts like LangChain and RAG. Hands-on demos and practical implementations included.
How to Install LLaMA 3.2 AI Model on Your Computer - Step-by-Step Guide
Master the step-by-step process of installing and configuring LLaMA 3.2 AI model locally for private data analysis and coding tasks on your personal computer.