Synthetic Data Generation and Fine-tuning for OpenAI GPT-4 or Llama 3
Dive into an extensive tutorial on synthetic data generation and fine-tuning techniques for large language models like OpenAI GPT-4o and Llama 3. Learn how to create synthetic questions and answers, implement chain of thought reasoning, and augment data…
Building AI Agents with Shell Scripts
Explore AI agent development using shell scripting, focusing on Nushell and Couchbase for vector database integration. Learn to create powerful, iterative systems efficiently.
Function Calling for LLMs: RAG without a Vector Database
Explore function calling for LLMs to access structured data, enhancing RAG capabilities without vector databases. Learn to enrich tables with metadata for improved query performance.
SEO Mythbusting
Explore technical SEO with Google experts and industry professionals, debunking myths and addressing common questions to improve your website's search performance.
Extracción de Información Estructurada de PDF con LangChain y Gemini Pro
Descubre cómo extraer información estructurada de PDFs utilizando LangChain, Gemini Pro 1.5 y Pydantic. Aprende técnicas avanzadas de procesamiento de documentos para mejorar tus habilidades en machine learning.
Langchain: Trabajando con Datos Estructurados, OpenAI y Pandas - Español
Aprende a manejar datos estructurados, bases de datos, CSV y DataFrames de Pandas utilizando Langchain y OpenAI para ciencia de datos y aprendizaje automático.
Leveraging Sensitive Data Intelligence for Structured and Unstructured Data Protection
Discover, classify, and manage sensitive data using AI-powered tools to reduce risk and enhance data governance strategies.
Cyber & Data - What is Data?
Explore data types, formats, and structures in cybersecurity. Learn parsing, encoding, compression, and file analysis techniques for effective data handling and security.
Learning Real-World Probabilistic Models with Approximate Message Passing
Explore probabilistic modeling for big data using factor graphs and message passing. Learn how Amazon tackles real-world problems with advanced statistical techniques in the era of structured data.
Understanding the SQL Aspects of Spark - Spark SQL
Explore Spark SQL's capabilities for distributed processing of structured data, integrating relational operations with Spark's high-performance engine.
Db2 SQL All-in-One Quick Start Tutorial Series
Comprehensive introduction to Db2 SQL covering database fundamentals, data structures, CRUD operations, relationships, and normalization for beginners and intermediate users.
WordPress Themes - Things to Check Before You Buy
Learn to evaluate WordPress themes beyond aesthetics. Covers responsiveness, compatibility, typography, performance, and accessibility to ensure you choose the best theme for your project.
Adding Layers and Forward Functions to Your Neural Network in PyTorch
Learn to create neural networks in PyTorch: design layers, implement forward functions, and adapt models for various data types. Hands-on examples cover basic to complex architectures for structured and unstructured data.
Distributed Revision Control for Structured Data
Explore distributed revision control for structured data, focusing on TerminusDB's approach to managing and versioning complex data structures in collaborative environments.
Langchain: Working with Structured Data, Databases, and CSV Files
Explore structured data manipulation using Langchain and OpenAI for data science and machine learning applications.
Enhancing Healthcare with AI-in-the-Loop
Explore AI's role in healthcare through rich data learning, human-AI collaboration, and expert advice integration. Discover applications in electronic health records, clinical studies, and surveys.
Business Email AI Assistant with Gemma - Build with Google AI
Explore a Business Email AI Assistant using Google's Gemma models to extract data from customer emails, with demos, builder insights, and adaptation tips.
Foundations for Decentralization - Data with IPLD
Explore IPLD, a data format for decentralized systems. Learn about its format layer, data model, and schema system to simplify building content-addressable storage and immutable data structures.
Learning the Basics of Apache NiFi for IoT
Explore Apache NiFi for IoT data ingestion, processing, and visualization. Learn key features, workflows, and practical applications through demos and real-world examples.
How to Make Loveliness - An HTML Treasure Hunt
Discover the power of semantic HTML to enhance user experience, future-proof code, and become a Frontend Superhero. Learn from an HTML5.3 spec co-editor in this treasure hunt through HTML's hidden wonders.
HTML - How to Make Loveliness
Discover HTML's hidden wonders and enhance user experience with semantic markup. Learn to choose correct elements, future-proof your code, and become a front-end superhero in this insightful talk.