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.
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.
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.
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.
How to Train an LLM, Ethics, and the Future of AI
Explore AI's intricacies, ethical implications, and future. Delve into LLM training, data ethics, job displacement, and human uniqueness. Examine latent space, voice modeling, and AI consciousness.
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.
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.
Building Defensible AI Apps - MLOps Podcast #191
Explore AI app development strategies, challenges, and opportunities with Gregory Kamradt. Gain insights on AI implementation, business process transformation, and the evolving landscape of AI technologies and applications.
Knowledge-Adapted Fine-Tuning for Medical Vision Language Models
Explore how Knowledge-Adapted Fine-Tuning (KnowAda) improves vision-language models in medical AI, reducing hallucinations while maintaining accurate image descriptions and diagnostic capabilities.
Extracting Structured Data from Images with OCR and LLM
Discover how to combine OCR technology with Large Language Models to efficiently extract and structure data from images, featuring practical demonstrations using Tesseract.js and OpenAI integration.
MLOps MLFlow - Integración con LlamaIndex en Español
Descubre cómo integrar LlamaIndex con MLFlow y OpenAI, explorando el seguimiento y gestión de modelos de lenguaje mediante la función Traces para optimizar tus proyectos de MLOps.
MLOps MLFlow - Integration with LlamaIndex
Discover how to integrate MLFlow with LlamaIndex, leveraging OpenAI models and exploring MLflow traces for enhanced machine learning operations and tracking.
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.
Azure OpenAI - Latest Innovations for AI-Powered Business Value
Discover Azure OpenAI Service's latest capabilities through live demonstrations, real-world applications, and insights from industry leaders including NBA's technical product expert.
O1 Models for Breakthrough Reasoning and Problem Solving on Azure
Discover how OpenAI's o1 models on Azure revolutionize complex problem-solving with advanced capabilities in algorithm generation, scientific analysis, and reasoning tasks, while maintaining robust security measures.
Accelerating Time to Value with Azure OpenAI - Session 130
Discover practical strategies for optimizing Azure OpenAI in commercial operations, from cost reduction to enhanced customer engagement, with actionable insights for maximizing AI business value.
Understanding and Accelerating Business Decisions for Microsoft 365 Data Using AI
Discover how to leverage AI and Azure OpenAI to extract valuable insights from enterprise M365 data, enabling faster business decisions through integrated data analysis across environments.
Unleash MongoDB Atlas with Azure for AI-Powered Integration
Discover how MongoDB Atlas integrates with Azure services like Power Apps, Fabric, OpenAI, and Databricks to build modern, intelligent applications with enhanced security and data management capabilities.
Supercharging OpenAI Training with Azure Blob Storage - Architecture and Best Practices
Dive into Azure Blob Storage's architecture and innovations enabling massive-scale AI training, featuring insights on achieving multi-exabyte storage and terabit-level throughput for advanced workloads.
Python and Generative AI Projects for Beginners - Building Applications and Machine Learning Systems
Master Python programming while building practical GenAI projects, from basic word games to advanced applications like face recognition, chatbots, and recommendation systems. Includes hands-on data analysis and visualization.