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#Unstructured Data

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MLOps.community

Supercharging Your RAG System: Techniques and Challenges - DE4AI

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Explore techniques and challenges in supercharging Retrieval-Augmented Generation (RAG) systems in this 40-minute conference talk by Tengyu Ma, Co-founder & CEO of Voyage AI and Assistant Professor of Computer Science at Stanford University. Gain insight…
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1 Lesons
40 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Data Versioning in Generative AI: A Pathway to Cost-Effective ML

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Explore data versioning strategies for Generative AI, focusing on managing large-scale unstructured data and optimizing resource usage in model scoring and API interactions.
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1 Lesons
27 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Data Versioning in Generative AI - A Pathway to Cost-effective Machine Learning

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Explore data versioning strategies for generative AI, focusing on cost-effective techniques to minimize processing time and API calls while enhancing collaboration and efficient versioning of annotations and embeddings.
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1 Lesons
35 minutes
On-Demand
Free-Video
IBM

AI Advancements: Nobel Prize, DGX B200, and Unstructured Data Funding - Episode 24

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Explore AI's impact on Nobel Prizes, cutting-edge AI platforms, and the growing importance of unstructured data in machine learning with industry experts.
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4 Lesons
37 minutes
On-Demand
Free-Video
The Machine Learning Engineer

GraphRAG - Unleashing the Power of Knowledge Graphs with LLMs

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Explore GraphRAG: AI-powered content interpretation using LLMs to create knowledge graphs from unstructured text, enabling advanced search and question-answering capabilities.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J Knowledge Graph Builder - Introduction to RAG and LLM Integration

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Explore Neo4J Knowledge Graph Builder for creating knowledge graphs from unstructured data using LLMs and LangChain. Learn to leverage this tool for advanced data science and machine learning applications.
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1 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Analyze Unstructured Documents with Azure Form Recognizer - Updates and AI Fundamentals

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Explore Azure Form Recognizer updates for analyzing unstructured documents and learn about AI fundamentals in this comprehensive live session featuring expert demonstrations and practical insights.
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7 Lesons
2 hours
On-Demand
Free-Video
Data Science Dojo

Trend Analysis Using Unstructured Data from WallStreetBets

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Explore trend analysis using WallStreetBets data from Reddit. Learn data acquisition, parsing, and unsupervised methods for topic modeling, timelines, and prediction in this insightful webinar.
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8 Lesons
50 minutes
On-Demand
Free-Video
The Machine Learning Engineer

RAG: Neo4J Knowledge Graph Builder - Introducción en Español

0 rewiews
Descubre cómo crear Knowledge Graphs con Neo4J Knowledge Graph Builder, utilizando datos no estructurados y tecnologías como LLM y LangChain para potenciar tus proyectos de ciencia de datos.
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1 Lesons
31 minutes
On-Demand
Free-Video
Alan Turing Institute

Data for Disaster Management - Steven Reece

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Explore machine learning approaches for data fusion in disaster management, combining diverse sources to enhance situation awareness and improve response effectiveness.
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18 Lesons
38 minutes
On-Demand
Free-Video
Google Cloud Tech

Leveraging Sensitive Data Intelligence for Structured and Unstructured Data Protection

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Discover, classify, and manage sensitive data using AI-powered tools to reduce risk and enhance data governance strategies.
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1 Lesons
26 minutes
On-Demand
Free-Video
Open Data Science

Unlocking Unstructured Data - Opportunities and Challenges in Social Sciences

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Explore how BERD@NFDI program addresses challenges in accessing unstructured data for social sciences, driving innovation at the intersection of AI and social research.
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1 Lesons
22 minutes
On-Demand
Free-Video
Bill Buchanan OBE

Cyber & Data - What is Data?

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Explore data types, formats, and structures in cybersecurity. Learn parsing, encoding, compression, and file analysis techniques for effective data handling and security.
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13 Lesons
28 minutes
On-Demand
Free-Video
The ASF

The Free Lunch is Over: Dealing with Unstructured Data in the Era of LLMs

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Explore unstructured data processing using ML, LLMs, and Apache tools. Learn to handle audio, images, and text with vector embeddings for natural language analysis in data engineering pipelines.
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1 Lesons
37 minutes
On-Demand
Free-Video
Databricks

Simplifying Data Ingestion for LLMs with Unstructured and Databricks

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Learn to build a scalable solution for unstructured data ingestion in LLM applications using Unstructured and Databricks, addressing challenges and exploring efficient methods.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J Knowledge Graph Builder App with Langchain, OpenAI, and Gemini

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Build knowledge graphs from unstructured data using Neo4J's Knowledge Graph Builder App with AI integration for efficient data extraction and visualization.
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1 Lesons
27 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Indexify Unveiled: A Scalable Content Extraction Engine for Multimodal Data

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Discover how Indexify enables scalable content extraction and real-time knowledge base creation for AI workflows, focusing on unstructured data processing and hybrid search capabilities.
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1 Lesons
30 minutes
On-Demand
Free-Video
Caleb Curry

Db2 SQL All-in-One Quick Start Tutorial Series

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Comprehensive introduction to Db2 SQL covering database fundamentals, data structures, CRUD operations, relationships, and normalization for beginners and intermediate users.
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15 Lesons
1 hour 37 minutes
On-Demand
Free-Video
Caleb Curry

Intro to NoSQL and JSON

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Explore NoSQL databases and JSON format for handling unstructured data in modern applications. Learn key concepts and benefits for efficient data management.
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5 Lesons
20 minutes
On-Demand
Free-Video
Linux Foundation

AI-Powered Vector Search Engine Weaviate - Introduction and Demo

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Explore Weaviate, an AI-powered vector search engine for unstructured data, featuring scalar search, graph connections, and modular architecture for advanced data retrieval.
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9 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

Milvus - Accelerating Approximate Nearest Neighbor Search for Large Scale Datasets

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Explore techniques to accelerate Approximate Nearest Neighbor Search for large datasets using Milvus. Learn about unstructured data services, vector databases, and real-world AI applications.
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19 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Milvus 2.0 - Building the World's Most Advanced Open-Source Vector Database

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Explore Milvus 2.0, an advanced open-source vector database. Learn its architecture, layers, and applications in ML pipelines, smart property search, product recommendations, and more.
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15 Lesons
35 minutes
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
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
Data Science Conference

Document Q&A Using LlamaIndex - Building Applications for Unstructured Data Extraction

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Master document querying with LlamaIndex, a powerful tool for extracting answers from unstructured data like PDFs, presentations, and images, enabling efficient information retrieval and analysis.
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1 Lesons
55 minutes
On-Demand
Free-Video
OpenSource Connections

Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions

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Explore vector search at billion-scale through Milvus, understanding distributed systems architecture, indexing strategies, and scalability solutions for unstructured data processing.
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1 Lesons
34 minutes
On-Demand
Free-Video
SNIAVideo

AI Inference Engine for Object Storage Systems

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Discover how AI inference capabilities enhance object storage systems by automating metadata generation, enabling advanced object detection, and improving searchability of stored data.
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1 Lesons
46 minutes
On-Demand
Free-Video
SNIAVideo

Data Management in the Hybrid Multi-cloud Era - Managing Unstructured Data with Crystal

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Discover how to manage unstructured data sprawl across hybrid multi-cloud environments using Crystal, an open-source platform for unified data protection, security, governance, and insights optimization.
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1 Lesons
42 minutes
On-Demand
Free-Video
Prodramp

Adding Layers and Forward Functions to Your Neural Network in PyTorch

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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.
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25 Lesons
53 minutes
On-Demand
Free-Video
Open Data Science

Understanding Unstructured Data with Language Models - Alex Peattie

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Explore language models for unstructured data analysis, covering classification, predictive modeling, and information retrieval. Learn key concepts and practical applications in various fields.
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29 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Open Data Science

Search and Discovery in News and Research - Dr. Anju Kambadur

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Explore Bloomberg's AI-driven search and discovery system for financial news, leveraging machine learning and NLP to parse unstructured data and provide valuable insights for clients.
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10 Lesons
42 minutes
On-Demand
Free-Video
Open Data Science

Accelerating the Journey to Document Understanding AI

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Unlock document value with AI: transform unstructured data into actionable insights using Vision and NLP. Learn possibilities, capabilities, and implementation strategies for Document AI technology.
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15 Lesons
32 minutes
On-Demand
Free-Video
Databricks

Efficient Query Processing for Unstructured Data Using Machine Learning

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Explore efficient query processing techniques for unstructured data using machine learning, including proxy scores and clustering methods to accelerate analysis and reduce costs.
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9 Lesons
27 minutes
On-Demand
Free-Video
Tech with Tim

ADVANCED Python AI Agent Tutorial - Using RAG

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Learn to create an AI agent with RAG capabilities, utilizing various tools for task-specific actions. Explore data querying, agent building, and unstructured data handling in Python.
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9 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Data Extraction with LangChain and OpenAI for Machine Learning and Data Science

0 rewiews
Extraer información de fuentes no estructuradas utilizando LangChain y OpenAI para aprendizaje automático y ciencia de datos.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Multimodal Q&A RAG Tool with Gemini for Data Science and Machine Learning

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Develop a multimodal Q&A RAG tool using Gemini for unstructured data analysis, enhancing data science and machine learning capabilities.
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1 Lesons
23 minutes
On-Demand
Free-Video
GOTO Conferences

Navigating Unstructured Data - Availability vs Analytics in NoSQL

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Explore factors affecting database technology choices, focusing on distributed systems and prioritizing availability vs. analytics in NoSQL environments for unstructured data workloads.
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1 Lesons
27 minutes
On-Demand
Free-Video
USENIX

CLP - Efficient and Scalable Search on Compressed Text Logs

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Innovative tool for lossless log compression with fast search capabilities, outperforming existing solutions in compression ratio, search speed, and ingestion performance for petabyte-scale log management.
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1 Lesons
15 minutes
On-Demand
Free-Video
EuroPython Conference

High Volume PDF Text Extraction Using Python Open-Source Tools

0 rewiews
Learn efficient techniques for extracting text from large volumes of PDF documents using Python open-source tools, focusing on speed, OCR integration, and detailed information retrieval for business insights.
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1 Lesons
31 minutes
On-Demand
Free-Video
PASS Data Community Summit

Data Virtualization - Data Lake Power Using SQL Big Data Cluster

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Explore data virtualization with SQL Server 2019 Big Data Cluster, enabling seamless integration of diverse data sources for efficient processing and analysis of structured and unstructured data across cloud and on-premises environments.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Kubernetes and Logging - Do It Right

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Explore best practices for logging in Kubernetes environments, covering data processing, metadata correlation, centralization, and reliability. Learn to implement a unified logging layer for effective data analysis.
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7 Lesons
26 minutes
On-Demand
Free-Video
Tech Field Day

Taming Unstructured Data Orchestration with Hammerspace - Global Data Environment Solutions

0 rewiews
Master data orchestration across multi-vendor environments with Hammerspace's Global Data Environment software, enabling seamless management of unstructured data for AI pipelines across distributed storage systems and cloud platforms.
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1 Lesons
15 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
Tech Field Day

Empowering Cloud Data with CTERA Data Services - Creating Custom Data Pipeline Workflows

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Discover how to leverage global file systems for seamless cloud data management, create custom data pipelines, and implement analytics workflows using CTERA's advanced data services platform.
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1 Lesons
20 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

SQL 엔진을 더욱 강력하게 - 비정형 데이터 분석 정상에 서다

0 rewiews
Discover how SK Hynix transforms unstructured semiconductor equipment data into structured formats using TrinoPy+, an enhanced SQL solution that enables seamless data preprocessing, analysis, and loading with single SQL queries.
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1 Lesons
18 minutes
On-Demand
Free-Video
Conf42

Adding Generative AI to Real-Time Streaming Pipelines - Conf42 LLMs 2024

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Explore integrating generative AI into real-time streaming pipelines, covering enterprise use cases, model selection, and implementation using tools like NiFi, Flink SQL, and cloud services.
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21 Lesons
26 minutes
On-Demand
Free-Video
Conf42

Enriching Generative AI Events in Real-Time Streaming Pipelines

0 rewiews
Explore real-time streaming pipelines for enriching generative AI events, covering unstructured data handling, Milvus architecture, and NiFi 2.0 features with practical demos.
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16 Lesons
29 minutes
On-Demand
Free-Video
Shaw Talebi

Three AI Use Cases for Analyzing Sales Data

0 rewiews
Explore three practical AI applications for analyzing sales data, demonstrated with real-world examples from a warm outreach campaign. Learn data augmentation, structuring unstructured data, and lead scoring techniques.
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7 Lesons
29 minutes
On-Demand
Free-Video
Snorkel AI

How Numbers Station Combines LLM, RAG, and Domain Knowledge for AI-Driven Data Analysis

0 rewiews
Leverage AI for comprehensive data analysis by combining structured and unstructured data, using multi-agent systems, and building AI-powered assistants for actionable insights.
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1 Lesons
19 minutes
On-Demand
Free-Video
Snorkel AI

AI Copilots for Businesses - Driving Innovation with Generative AI

0 rewiews
Explore AI copilots' impact on enterprise productivity and data management, from RAG pipelines to generative AI solutions transforming business operations and customer experiences.
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1 Lesons
17 minutes
On-Demand
Free-Video
Google Cloud Tech

Improve Document Efficiency with AI: Making Workflows Faster, Simpler, and Pain-Free

0 rewiews
Streamline document workflows using AI: Extract structured data from unstructured documents, reduce processing costs, and enhance business efficiency with Google's Document AI solutions.
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6 Lesons
18 minutes
On-Demand
Free-Video
Google Cloud Tech

BigQuery Vector Search and Embedding Generation for Semantic Analysis

0 rewiews
Unlock semantic search with BigQuery: transform unstructured data into embeddings, enabling powerful analysis and connections beyond traditional keyword searches.
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1 Lesons
10 minutes
On-Demand
Free-Video
Google Cloud Tech

Build an Open Format Analytics and AI Lakehouse

0 rewiews
Unlock data value with an analytics and AI lakehouse architecture, converging to a single platform for all workloads. Learn from Rakuten's CTO about their BigLake transformation.
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1 Lesons
29 minutes
On-Demand
Free-Video
MLOps.community

Monitoring LLMs in Production: Beyond the Hype - Part 2

0 rewiews
Explore techniques for monitoring and measuring drift in unstructured data models, focusing on vector/embedding drift for image and language models in production environments.
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1 Lesons
17 minutes
On-Demand
Free-Video
MLOps.community

Bringing Structure to Unstructured Data with an AI-First System Design

0 rewiews
Explore AI-powered data systems for unstructured content, addressing challenges and sharing key lessons for end-to-end applications in enterprise environments.
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1 Lesons
12 minutes
On-Demand
Free-Video
Databricks

LLM-Powered BI: Turn Unstructured Data into Actionable Insights

0 rewiews
Discover how The Jordan Company modernized its business with AI and Databricks, enabling self-service data analysis and automating tasks like term sheet summarizations for improved capital markets decision-making.
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1 Lesons
20 minutes
On-Demand
Free-Video
Databricks

Unleashing the Potential of Unstructured Data with LLMs and Databricks

0 rewiews
Explore how the North Dakota University System leverages LLMs and Databricks to extract insights from unstructured data, creating an AI portal for staff and students.
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1 Lesons
26 minutes
On-Demand
Free-Video
Databricks

Scaling Marketing and Docs with a Privacy-Safe RAG Model

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Unlock unstructured data's value using LLMs while ensuring privacy. Learn how Skyflow developed a privacy-safe RAG model for marketing and documentation, leveraging Databricks, Streamlit, and open-source tools.
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1 Lesons
23 minutes
On-Demand
Free-Video
Mervin Praison

Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG

0 rewiews
Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.
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7 Lesons
11 minutes
On-Demand
Free-Video
Data Council

Foundations for a Multi-Modal Lakehouse for AI

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Explore multi-modal AI data management challenges and solutions. Learn about Lance columnar format for next-gen AI infrastructure through real-world use cases and technical insights.
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1 Lesons
37 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Troubleshooting Unstructured Data with Embeddings

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Explore embedding techniques for troubleshooting unstructured data models, gaining insights into internal representations and improving ML workflows.
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1 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

DocETL: AI Agents for Complex Document Processing and Data Transformation

0 rewiews
Discover how DocETL framework leverages AI agents and LLMs to transform complex document processing, featuring innovative operators and optimization techniques for enhanced data extraction and analysis.
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9 Lesons
30 minutes
On-Demand
Free-Video
Conf42

A Gentle Introduction to Vector Databases

0 rewiews
Explore vector databases, semantic search, and machine learning models for unstructured data processing. Learn about Weaviate and see a practical demo of vector search in action.
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16 Lesons
45 minutes
On-Demand
Free-Video
OpenSource Connections

Mastering Hybrid Search: Blending Classic Ranking with Vector Search - Haystack EU 2023

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Explore hybrid search systems combining classic ranking and vector search. Learn best practices for enhancing relevancy, managing performance-accuracy tradeoffs, and scaling to production.
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1 Lesons
37 minutes
On-Demand
Free-Video
OpenSource Connections

Expanding RAG with Multimodal Capabilities - Haystack US 2024

0 rewiews
Explore multimodal RAG workflows for enhanced retrieval and generation, incorporating text, tables, and images. Live demo showcases PDF processing, vector database usage, and LLM-enriched responses.
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1 Lesons
47 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Bringing Structure Into an Unstructured World - Applying State-of-the-Art Machine Learning at Digits

0 rewiews
Explore how Digits applies transformer models to extract structured information from unstructured financial data and deploys ML experiments in production using TensorFlow.
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1 Lesons
40 minutes
On-Demand
Free-Video
Snorkel AI

Revolutionizing Data Analysis: Combining LLM, RAG, and Domain Knowledge

0 rewiews
Leverage NLP and RAG systems to extract insights from structured and unstructured data, generate actionable insights, and empower data-driven analysis without SQL.
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9 Lesons
51 minutes
On-Demand
Free-Video
MLOps.community

Model Blind Spot Discovery for Better Models and Ingesting Chaos - Mini Summit #2

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Discover techniques for model blind spot detection and handling unstructured data at scale. Learn to build resilient AI models through data diagnosis, enhancement, and automated evaluation systems.
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9 Lesons
56 minutes
On-Demand
Free-Video
MLOps.community

Managing Data for Effective GenAI Application - MLOps Podcast #216

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Explore data management strategies for effective GenAI application with QuantumBlack AI experts. Learn about challenges, solutions, and best practices for scaling impact and improving data quality in organizations.
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15 Lesons
51 minutes
On-Demand
Free-Video
MLOps.community

Visualize - Bringing Structure to Unstructured Data - MLOps Podcast #258

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Explore techniques for structuring and visualizing unstructured data in machine learning, from classification to Retrieval-Augmented Generation, using tools like UMAP and Renumics Spotlight to uncover patterns and evaluate model performance.
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20 Lesons
51 minutes
On-Demand
Free-Video
SNIAVideo

Cloud Storage Considerations for RAG in AI Applications

0 rewiews
Explore cloud object storage implementation in RAG systems, covering LLM-OS concepts, domain-specific data handling, and practical applications for building AI-powered solutions with vector databases.
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1 Lesons
56 minutes
On-Demand
Free-Video