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Devoxx

Spring AI: Seamlessly Integrating AI into Enterprise Java Applications

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Integrate AI into Java enterprise apps using Spring AI. Learn key concepts, develop AI applications rapidly, and explore practical use cases like semantic search and RAG patterns.
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1 Lesons
49 minutes
On-Demand
Free-Video
Cloud Security Alliance

Demystifying LLMs and Their Security Implications - A Business-Friendly Overview

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Explore GenAI and LLMs, understanding their operations, security implications, and deployment scenarios. Learn to manage risks, prevent data leakage, and implement practical strategies for safe AI integration.
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31 Lesons
1 hour 7 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Introduction to LangChain and Retrieval Augmented Generation (RAG)

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Explore LangChain's core concepts and build LLM-based applications using Retrieval Augmented Generation for document-based question answering.
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1 Lesons
30 minutes
On-Demand
Free-Video
PyCon US

Clasificación de Violencia Mediante Análisis de Audio y Embeddings

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Análisis de audio y texto para clasificar violencia en 5 niveles, utilizando redes neuronales y embeddings. Proyecto innovador que combina procesamiento de señales y semántica para evaluación precisa.
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1 Lesons
32 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps with Langchain, OpenAI, and Databricks - Creating a Retrieval QA Chain

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Crea un chain Retrieval QA con Langchain, Faiss y OpenAI. Aprende a salvar componentes en MLFLOW Databricks y realizar inferencias usando la chain creada.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalación y Uso de Ollama para Modelos de Lenguaje - Data Science y Machine Learning

0 rewiews
Aprende a instalar y utilizar Ollama, implementando modelos como Llama2 o Mistral 7B para generar texto, chatear y crear embeddings.
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1 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain, Ollama Mistral 7B, and Chroma in Spanish

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Aprende a clasificar documentos usando Langchain, Ollama con Mistral 7B y Chromadb para análisis de similitud en español.
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1 Lesons
29 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain Sentence Transformers and Chroma - Spanish

0 rewiews
Aprende a clasificar documentos usando Langchain con Sentence Transformers de HuggingFace y Chromadb. Explora técnicas avanzadas de procesamiento de lenguaje natural y similitud documental.
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1 Lesons
21 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain OpenAI Embeddings and Neo4J in Spanish

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Aprende a clasificar documentos utilizando Langchain con OpenAI y Neo4J. Explora técnicas avanzadas de procesamiento de lenguaje natural y bases de datos gráficas.
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1 Lesons
40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama 2, Ollama and Pinecone: Searching in Vector Stores

0 rewiews
Instala y utiliza OLLAMA y Pinecone para crear embeddings con LLama2 7B, subir contenido a la base de vectores y realizar consultas eficientes.
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1 Lesons
47 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Grafos Expansores - Introdução e Aplicações

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Explore grafos expansores: definição, aplicações, propriedades e resultados. Aprenda sobre sequências, conectividade e o problema principal desses grafos matemáticos.
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9 Lesons
33 minutes
On-Demand
Free-Video
The Machine Learning Engineer

VertexAI Embeddings, Pinecone, y Langchain - Creación de un Componente de Recuperación

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Aprende a crear un componente de recuperación utilizando VertexAI Embeddings, Pinecone y Langchain para aplicaciones de aprendizaje automático y ciencia de datos.
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1 Lesons
18 minutes
On-Demand
Free-Video
Data Science Dojo

Unlock the Power of Embeddings with Vector Search - Future of Data & AI - Data Science Dojo

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Explore embeddings and vector search for unstructured data analysis. Learn to build semantic text and reverse image search systems using Milvus, with real-world applications and best practices.
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1 Lesons
40 minutes
On-Demand
Free-Video
Data Science Dojo

Vector Databases Explained - Insights, Applications, and Pinecone Tutorial

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Explore vector databases, embeddings, and advanced search techniques. Learn how to leverage Pinecone for powerful vector search solutions, with real-world applications and hands-on experience.
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1 Lesons
53 minutes
On-Demand
Free-Video
Data Science Dojo

Enterprise LLM Applications - Not Just a Technological Challenge

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Explore prevalent approaches and architecture for building custom large language model applications, including tools and technologies for enterprise use cases and challenges.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Data Independent

The 5 Levels of Text Splitting for Retrieval

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Explore five text splitting techniques for efficient information retrieval, from basic character splits to advanced semantic and agentic methods, enhancing your data processing capabilities.
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8 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Nvidia

Mastering Multilingual Recommender Systems - Grandmaster Series

0 rewiews
Explore NVIDIA Merlin team's winning approach in Amazon KDD Cup 2023, featuring innovative techniques for multilingual e-commerce product recommendations and next product title generation.
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14 Lesons
53 minutes
On-Demand
Free-Video
GAIA

Teaching Neural Networks a Sense of Geometry

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Explore Topological Data Analysis (TDA) and its intersection with machine learning to enhance neural networks' geometric reasoning abilities across various applications.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity Using Langchain, OpenAI Embeddings, and Neo4J

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Explore document similarity using Langchain, Neo4j, and OpenAI embeddings. Learn practical techniques for machine learning and data science applications.
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1 Lesons
39 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Waists, Widths and Symplectic Embeddings

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Explore geometric measures of manifolds and their applications to symplectic embeddings. Discover area estimates for minimal submanifolds and quantitative symplectic camels in this advanced mathematics talk.
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11 Lesons
24 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Embeddings and Tverberg-Type Problems: New Algorithms and Undecidability Results

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Explore computational topology: algorithmic embeddability, undecidability in higher dimensions, and polynomial-time decidability of r-Tverberg problem in metastable range.
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8 Lesons
26 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Moduli Spaces of Morse Functions for Persistence

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Exploring Morse functions on surfaces, focusing on decomposition, elementary moves, and embeddings. Insights into persistence barcodes and the inverse problem through nesting posets of level sets.
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12 Lesons
55 minutes
On-Demand
Free-Video
IMSA

Danny Ruberman- Diffeomorphism Groups of 4-Manifolds

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Exploring unique 4-dimensional phenomena: infinite families of homeomorphic but non-diffeomorphic manifolds, and exotic behavior in diffeomorphism and homeomorphism groups.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Serrano.Academy

The Math Behind Attention Mechanisms

0 rewiews
Demystify attention mechanisms in Transformer models through visuals, examples, and mathematical explanations, focusing on embeddings, similarity, and key-query-value matrices.
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7 Lesons
38 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Embeddings into Finitely Presented Simple Groups - Hyperbolic Groups and the Boone-Higman Conjecture

0 rewiews
Explore embeddings of hyperbolic groups into finitely presented simple groups, addressing the Boone-Higman Conjecture and its implications for group theory and word problems.
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17 Lesons
50 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Unsupervised Alignment of Graphs and Embeddings: Fundamental Limits and Computational Methods

0 rewiews
Explore unsupervised alignment techniques for graphs and embeddings, examining fundamental limits and computational approaches for data analysis and machine learning applications.
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1 Lesons
54 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

High Accuracy Wavefunctions Using Deep-Learning-Based Variational Monte Carlo

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Explore deep learning-based variational Monte Carlo for high-accuracy wavefunctions in computational chemistry, featuring novel architecture and improved methods for ground state energy calculations.
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16 Lesons
41 minutes
On-Demand
Free-Video
NCCR SwissMAP

Constant Mean Curvature Embeddings and the Fateev Model IQFT

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Explore constant mean curvature embeddings and the Fateev model in integrable quantum field theory, focusing on applications in condensed matter physics.
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1 Lesons
35 minutes
On-Demand
Free-Video
Valence Labs

Learning Quantum Mechanics Using Embedding, Symmetric Polynomials and Composition

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Explore quantum mechanics through embedding, symmetric polynomials, and composition. Gain insights into molecular dynamics, atomic cluster expansion, and catalysis with practical demonstrations.
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7 Lesons
39 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building a Semantic Search App for Music Using Qdrant Cloud

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Learn to develop a semantic search application using Qdrant Cloud's Python SDK to efficiently search through thousands of songs across different music genres.
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1 Lesons
26 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Getting Started with Qdrant - Introduction to Vector Database and Similarity Search

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Master vector similarity search using Qdrant to build semantic search and recommendation systems through hands-on practice with sample datasets and practical implementations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Qdrant Vector Database and Search Engine Implementation in Rust

0 rewiews
Dive into vector database technology with Qdrant, exploring its architecture, implementation in Rust, and applications in similarity search, matching, and recommendations systems.
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1 Lesons
44 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Embeddings and Similarity Search with Qdrant Vector Database

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Explore vector embeddings and similarity search concepts through hands-on demonstrations using Qdrant database, with practical examples for implementing efficient search solutions.
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4 Lesons
12 minutes
On-Demand
Free-Video
Jeremy Chone

Rust Ollama Tutorial - Interfacing with Ollama API Using ollama-rs

0 rewiews
Learn to interface with Ollama HTTP API using ollama-rs library in Rust. Covers generation, context handling, chat functionality, and embeddings through hands-on examples and practical coding.
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6 Lesons
1 hour 1 minute
On-Demand
Free-Video
Linux Foundation

The Rise of Vector Databases - Lessons from the Milvus Community

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Explore vector databases, their rise in managing unstructured data, and insights from Milvus. Learn about embeddings, production use cases, challenges, and future developments in this emerging field.
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17 Lesons
26 minutes
On-Demand
Free-Video
Pinecone

Pinecone Vercel Starter Template and RAG - Live Code Review Part 2

0 rewiews
Explore Retrieval Augmented Generation in a production app using TypeScript and Next.js. Learn about document splitting, embedding, context injection, and UI design for improved relevance and auditability.
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27 Lesons
34 minutes
On-Demand
Free-Video
Pinecone

Live Code Review - Pinecone Semantic Search

0 rewiews
Build a semantic search engine with TypeScript, exploring concepts and diving into code. Learn about embeddings, compare search methods, and implement key components like CSV loading and indexing.
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15 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Linux Foundation

The Evolution of Milvus - A Cloud-Native Vector Database

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Explore Milvus 2.0, a cloud-native vector database for unstructured data. Learn its architecture, features, and real-world applications in art, security, real estate, and e-commerce.
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21 Lesons
29 minutes
On-Demand
Free-Video
pixegami

Python RAG Tutorial - AI for PDFs with Local LLMs

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Build a Python RAG app to query PDFs using AI. Learn advanced topics like local execution, vector DB updates, file handling, and response quality testing.
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9 Lesons
22 minutes
On-Demand
Free-Video
SNIAVideo

Computational SSD Framework for Unified Semantic Image Retrieval

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Discover how to implement computational SSD frameworks for efficient semantic image retrieval using transformer models, unified embedding formats, and intent-based clustering techniques.
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12 Lesons
20 minutes
On-Demand
Free-Video
Data Science Conference

Optimizing Text Classification in Construction Data Using FastText and BERT Models

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Discover how to optimize text classification for construction tenders using fasttext models and BERT, achieving improved accuracy through category merging and probability thresholds for product and supplier predictions.
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1 Lesons
28 minutes
On-Demand
Free-Video
AI Bites

ImageBind: A Multi-Modal AI Model for Unified Embedding Space

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Explore Meta AI's ImageBind technology and its groundbreaking approach to unified AI learning across six modalities, from technical architecture to practical applications and results.
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8 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

Multi-Scale Insight Agents for Advanced AI Planning and Decision-Making

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Explore how Multi-Scale Insight Agents enhance AI reasoning by generating insights at multiple abstraction levels, improving decision-making without supervised fine-tuning or reinforcement learning.
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11 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

Anthropic's Improved Contextual RAG System - Implementation Guide and Performance Analysis

0 rewiews
Discover how to implement Anthropic's improved RAG system with contextual retrieval, featuring cBM25, prompt caching, and reranking techniques - applicable across all LLM platforms for enhanced performance.
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13 Lesons
34 minutes
On-Demand
Free-Video
Discover AI

AGENTiGraph: Integrating LLM-based Multi-Agent Systems with Knowledge Graphs

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Explore how AGENTiGraph combines seven specialized AI agents with knowledge graphs to enhance LLM capabilities, focusing on entity mapping, reasoning, and complex query handling.
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8 Lesons
24 minutes
On-Demand
Free-Video
Discover AI

KGARevision: A Knowledge Graph-Based Agent for Medical AI Question Answering

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Discover how Harvard's KGARevion agent combines knowledge graphs with LLMs to enhance medical AI reasoning, focusing on complex medical interactions and improved retrieval methods.
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13 Lesons
39 minutes
On-Demand
Free-Video
Discover AI

NEFTune - Improving LLM Performance Through Noisy Embeddings Fine-Tuning

0 rewiews
Discover how NEFTune's innovative instruction fine-tuning method enhances LLM performance through noisy embeddings, with practical implementation in HuggingFace TRL.
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1 Lesons
17 minutes
On-Demand
Free-Video
Discover AI

Evaluating LLM Embeddings for Information Retrieval and Multilingual Applications

0 rewiews
Explore the latest evaluation of LLM embedding APIs, focusing on OpenAI and Cohere's performance in domain generalization and multilingual retrieval capabilities for information retrieval tasks.
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5 Lesons
20 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building Search and RAG for OpenAPI Specifications

0 rewiews
Discover how to implement vector search and RAG capabilities for OpenAPI specifications, focusing on code summarization, metadata management, and practical UI development techniques.
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8 Lesons
33 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Building Agents with LlamaIndex and Qdrant - Beyond the Tutorial

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Dive into advanced agent development using LlamaIndex and Qdrant, exploring vector database integration and search engine capabilities for building sophisticated AI solutions.
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1 Lesons
54 minutes
On-Demand
Free-Video
Discover AI

SetFit with SBERT for Few-Shot Text Classification - Multi-Class and Multi-Label

0 rewiews
Master SetFit and SBERT techniques for efficient few-shot text classification, exploring contrastive training, dense embeddings, and classification head implementation for both multi-class and multi-label scenarios.
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1 Lesons
28 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

FastEmbed - Fast and Lightweight Embedding Generation

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Discover how to generate fast, efficient embeddings using FastEmbed library, exploring quantized models and ONNX Runtime for improved throughput and latency in Python applications.
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1 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

Building a Multi-AI System: Upgrading Vector Databases with BERT and GPT-4

0 rewiews
Master building a cost-effective multi-AI system by integrating GPT-4 and BERT, transforming vector databases into interactive AI components with or without LangChain framework.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Full Stack

Transfer Learning and Transformers - Full Stack Deep Learning - Spring 2021

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Explore transfer learning's evolution from computer vision to NLP, diving into embeddings, language models, and the revolutionary Transformer architecture. Gain insights into various models and their applications.
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9 Lesons
49 minutes
On-Demand
Free-Video
Serrano.Academy

Stable Diffusion - Building Amazing Images with AI

0 rewiews
Explore Stable Diffusion AI for image creation, covering embeddings, diffusion models, and practical examples. Learn to generate stunning visuals from text prompts.
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10 Lesons
45 minutes
On-Demand
Free-Video
Databricks

Scaling RAG and Embedding Computations with Ray and Pinecone

0 rewiews
Learn to efficiently scale retrieval augmented generation using Ray Data and Pinecone, enabling rapid embedding generation for LLM applications with distributed processing and vector database integration.
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1 Lesons
29 minutes
On-Demand
Free-Video
Venelin Valkov

Build Better RAGs with Contextual Retrieval

0 rewiews
Enhance RAG systems with contextual retrieval to improve context chunk quality and generate more accurate answers. Learn implementation techniques and practical applications.
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10 Lesons
21 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

Neural Search with Jina AI - Open-Source ML Tool Explained

0 rewiews
Explore Jina AI, an open-source neural search engine. Learn core concepts, set up an MNIST fashion example, and understand indexing, encoding, and evaluation processes for efficient machine learning workflows.
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14 Lesons
32 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

Attention Is All You Need - Transformer Paper Explained

0 rewiews
Detailed walkthrough of the original transformer architecture, covering tokenization, embeddings, attention mechanisms, and decoding, with a focus on machine translation applications.
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10 Lesons
39 minutes
On-Demand
Free-Video
Graham Neubig

CMU Advanced NLP: Information Extraction and Knowledge-Based QA

0 rewiews
Explore advanced NLP techniques for knowledge extraction, relation modeling, and question answering. Learn to leverage embeddings, knowledge graphs, and language models for information retrieval and analysis.
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16 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Data Science Dojo

Vector Similarity Search

0 rewiews
Explore vector similarity search, its applications in deep learning, and how it revolutionizes search across text, multimedia, and recommendations. Learn from industry experts about implementation and future possibilities.
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13 Lesons
49 minutes
On-Demand
Free-Video
The Full Stack

Augmented Language Models - LLM Bootcamp

0 rewiews
Explore techniques for enhancing language models with external context: retrieval augmentation, chaining, and tool use. Learn about embeddings, databases, and practical applications in AI development.
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14 Lesons
1 hour 5 minutes
On-Demand
Free-Video
The Full Stack

Project Walkthrough - AskFSDL - LLM Bootcamp

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Walkthrough of building an LLM-powered Discord bot for answering questions about neural network applications, covering tooling, data cleaning, infrastructure, frontend, embeddings, and monitoring.
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6 Lesons
42 minutes
On-Demand
Free-Video
Samuel Chan

Understanding Embeddings in Large Language Models - LlamaIndex and Chroma DB

0 rewiews
Explore embeddings in LLMs, their role in AI-powered tools, and practical applications using LlamaIndex and Chroma db. Gain insights into representing data for advanced language processing.
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1 Lesons
29 minutes
On-Demand
Free-Video
AI Tutorials with Kris Kashtanova

Embeddings in Stable Diffusion - Local Installation Tutorial

0 rewiews
Learn to utilize embeddings in locally installed Stable Diffusion, enhancing AI-generated images with custom concepts and styles. Explore techniques for creating unique visual content.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Dojo

Large Language Models Bootcamp Information Session

0 rewiews
Comprehensive introduction to building LLM-powered applications, covering foundations, advanced techniques, and hands-on projects. Ideal for AI enthusiasts and professionals seeking practical skills in generative AI.
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20 Lesons
51 minutes
On-Demand
Free-Video
Data Science Dojo

Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application

0 rewiews
Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.
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10 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Pinecone

Next-Level Learning - Semantic Search & Generative AI in Education

0 rewiews
Discover how semantic search and generative AI revolutionize education, enhancing personalized learning experiences and addressing challenges in EdTech for improved student outcomes.
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9 Lesons
27 minutes
On-Demand
Free-Video
Venelin Valkov

Loaders, Indexes & Vectorstores in LangChain - Question Answering on PDF Files with ChatGPT

0 rewiews
Learn to use LangChain for advanced document processing, including loading PDFs, creating embeddings, and performing question-answering with ChatGPT. Explore data loaders, indexes, and vector stores for efficient text analysis.
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10 Lesons
24 minutes
On-Demand
Free-Video
CodeEmporium

Deep Dive into the Transformer Encoder Architecture

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Detailed exploration of transformer encoder architecture, covering embeddings, positional encodings, self-attention mechanisms, and key components for effective natural language processing.
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16 Lesons
21 minutes
On-Demand
Free-Video

The LangChain Cookbook - Beginner Guide to 7 Essential Concepts

0 rewiews
Explore 7 essential LangChain concepts: Schema, Models, Prompts, Indexes, Memory, Chains, and Agents. Learn how to leverage these components for building powerful language AI applications.
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11 Lesons
38 minutes
On-Demand
Free-Video
CodeEmporium

The Complete Guide to Transformer Neural Networks

0 rewiews
Comprehensive exploration of Transformer neural networks for language translation, covering architecture, key components, and practical implementation insights.
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14 Lesons
28 minutes
On-Demand
Free-Video
James Briggs

Fixing LLM Hallucinations with Retrieval Augmentation in LangChain

0 rewiews
Learn to enhance LLM accuracy using retrieval augmentation in LangChain. Explore data preprocessing, embedding creation, vector database setup, and generative question-answering with citations for improved AI responses.
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10 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Frequently Bought Together Recommendations Using Embeddings - Challenges and Solutions

0 rewiews
Explore embedding-based "frequently bought together" recommendations for e-commerce, covering model training, productionization, metrics, and serving strategies. Learn practical tips for large-scale implementation.
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23 Lesons
22 minutes
On-Demand
Free-Video
Coding Train

Exploring Transformers.js Embeddings and Other Updates

0 rewiews
Dive into Transformers.js embeddings, explore Turing Tumble game mechanics, and discover updates on coding projects and educational content in this comprehensive session.
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8 Lesons
2 hours 26 minutes
On-Demand
Free-Video
Serrano.Academy

Transformer Models: Understanding Their Architecture and Functionality - Part 3

0 rewiews
Demystifying Transformer models with visuals and examples, covering key concepts like attention mechanism, tokenization, embeddings, and fine-tuning for various NLP tasks.
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13 Lesons
44 minutes
On-Demand
Free-Video
Scrimba

Retrieval-Augmented Generation and Making AI Work for You - with Guil Hernandez

0 rewiews
Explore retrieval-augmented generation and learn to customize AI models with your own data, enhancing their ability to answer unique questions about your business or projects.
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1 Lesons
26 minutes
On-Demand
Free-Video
Weights & Biases

Spatial Data and AI - The Next Frontier in Technological Innovation

0 rewiews
Explore the intersection of AI, spatial data, and innovation with Supabase CEO Paul Copplestone. Discover industry challenges, future trends, and the impact of diverse perspectives on technological advancements.
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11 Lesons
59 minutes
On-Demand
Free-Video
echohive

Testing New OpenAI Models - Embeddings and GPT-4 Turbo

0 rewiews
Explore OpenAI's latest models: text embeddings and GPT-4 Turbo. Learn async embedding calls, simultaneous GPT requests, and practical applications like cosine similarity for efficient AI integration.
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10 Lesons
16 minutes
On-Demand
Free-Video
Linux Foundation

Embeddings, Transformers, and Tokens - Introduction to Modern Generative AI Concepts

0 rewiews
Demystify AI jargon and history, from Turing to ChatGPT. Learn key concepts like tokens and transformers, and discover open-source projects to run generative AI models on your own computer for learning and productivity.
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1 Lesons
40 minutes
On-Demand
Free-Video
echohive

Open Source Multi-Modal RAG with ChromaDB Using OpenCLIP Embeddings

0 rewiews
Explore open-source multi-modal RAG system using ChromaDB and OpenCLIP embeddings. Learn implementation, code review, and get a preview of advanced coding techniques for AI-powered information retrieval.
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8 Lesons
19 minutes
On-Demand
Free-Video
LLMOps Space

Advanced RAG: Chunking, Embeddings, and Vector Databases

0 rewiews
Explore advanced RAG concepts: chunking for efficient retrieval, embeddings for text representation, and vector databases for optimized storage and retrieval in LLM applications.
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1 Lesons
50 minutes
On-Demand
Free-Video
LLMOps Space

Building an LLMOps Stack for Large Language Models

0 rewiews
Explore LLMOps architecture: MLFlow for LLMs, Vector Databases, RAG strategies, and prompt evaluation. Gain insights into optimizing and deploying large language models effectively.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

VertexAI Embeddings with Pinecone and LangChain - Building a Retrieval Component

0 rewiews
Aprenda a implementar un componente de recuperación utilizando VertexAI Embeddings, Pinecone y Langchain para aplicaciones de aprendizaje automático y ciencia de datos.
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1 Lesons
22 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss

0 rewiews
Crea un chatbot de preguntas y respuestas conversacional utilizando Langchain, Gemini Pro 1.5, Faiss y Vertex AI para consultar una base de conocimientos personalizada.
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1 Lesons
49 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama 2, Ollama and Pinecone - Vector Database Search for Machine Learning and Data Science

0 rewiews
Explore embedding and searching text using Llama 2, Ollama, and Pinecone Vector Database for efficient information retrieval in machine learning projects.
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1 Lesons
54 minutes
On-Demand
Free-Video
Visual Studio Code

Building a RAG Application with GitHub Models and Postgres from Scratch

0 rewiews
Learn to build a Retrieval Augmented Generation (RAG) application from scratch using GitHub Models and PostgreSQL, enhancing AI model capabilities for smarter applications.
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6 Lesons
1 hour 18 minutes
On-Demand
Free-Video
IEEE

A Deterministic Algorithm for Balanced Cut with Applications to Dynamic Connectivity, Flows, and Beyond

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Explore deterministic algorithms for balanced cut, with applications in dynamic connectivity and network flows. Learn about two-way reduction, competition games, and embedding techniques.
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9 Lesons
26 minutes
On-Demand
Free-Video
NDC Conferences

Natural Language Processing with Deep Learning and TensorFlow

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Explore deep learning for NLP using TensorFlow. Learn to create embeddings, build neural networks, and apply them to classification tasks with hands-on labs and interactive learning.
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23 Lesons
54 minutes
On-Demand
Free-Video
Security BSides San Francisco

NLP for Security Log Analysis - Learning to Crawl Before You Run

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Explore the application of NLP in security analysis, focusing on embeddings for insider threat detection and the impact of large language models on the field.
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1 Lesons
26 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

How We Built a Job Recommender SaaS with Deep Learning to Disrupt the Job Market

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Discover how deep learning and modern ML tools were used to create a multilingual job recommender system, revolutionizing job matching for a public employment service.
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16 Lesons
45 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

Mining Software Development History - Approaches and Challenges

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Explore software development history analysis, including embeddings, time warping, and clustering techniques. Learn to extract insights from version control logs and predict future trends.
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1 Lesons
54 minutes
On-Demand
Free-Video
ng-conf

NoSQL Data Modeling for Front-end Developers

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Learn NoSQL data modeling techniques for front-end developers to improve API design, application flow, and performance while avoiding common pitfalls in flexible schema databases.
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11 Lesons
26 minutes
On-Demand
Free-Video
Gopher Academy

Machine Learning on Go Code

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Explore machine learning applications for Go code, including embeddings, code completion, and bug prediction. Discover how ML can enhance developer productivity and code quality.
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43 Lesons
28 minutes
On-Demand
Free-Video
MLOps.community

Vector Databases and Large Language Models for Context Retrieval - LLMs in Production

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Explore vector databases and LLMs for real-time context retrieval in AI applications. Learn to enhance generative models with up-to-date external knowledge, preventing hallucinations and improving accuracy.
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9 Lesons
13 minutes
On-Demand
Free-Video
MLOps.community

Monitoring Unstructured Data - Lightning Session

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Explore ML observability for unstructured data with Arize. Learn about embeddings, monitoring challenges, and solutions through expert insights and a product demo.
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16 Lesons
13 minutes
On-Demand
Free-Video
Devoxx

The Capabilities of Semantic Search

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Explore semantic search capabilities with the Jina framework, covering symbolic vs. semantic approaches and practical applications for various data types.
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9 Lesons
22 minutes
On-Demand
Free-Video
Discover AI

Understanding Task Vectors in Vision-Language Models - Cross-Modal Representations

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Explore how Vision-Language Models create task vectors - internal representations enabling cross-modal performance through text and images, revolutionizing AI's ability to understand and execute diverse tasks.
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1 Lesons
23 minutes
On-Demand
Free-Video
Tech Field Day

Building a Chatbot Web Interface Using Large Language Models and RAG

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Dive into building chatbots with OpenAI models, exploring retrieval augmented generation (RAG), and learn practical implementation strategies for creating an effective knowledge base interface.
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1 Lesons
16 minutes
On-Demand
Free-Video
Discover AI

Beyond AI Vector Database - Neural Search Implementation with GPT-4 and ChatGPT

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Discover how to build a cost-effective neural search system using tokenizers, embedders, and similarity calculations as an alternative to Azure Cognitive Search for domain-specific AI applications.
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1 Lesons
17 minutes
On-Demand
Free-Video