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The Latest AI/ML Topics

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Two-Tower Model for Fraud Detection: A Comprehensive Guide
Boost fraud detection with the two-tower model, a powerful architecture capturing complex relationships between transaction and user data.
July 31, 2024
by Gaurav Puri
· 4,851 Views · 3 Likes
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Multimodal Search in AI Apps With PostgreSQL pgvector
This article demonstrates how you can add image and text-based search functionality to your AI applications using a multimodal LLM and PostgreSQL pgvector.
July 31, 2024
by Brett Hoyer
· 4,305 Views · 4 Likes
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Outlier Identification in Continuous Data Streams With Z-Score and Modified Z-Score in a Moving Window
How do you spot outliers in continuous data streams? Learn to catch network performance hiccups effortlessly using z-score and modified z-score.
July 31, 2024
by Maksim Kupriianov
· 35,257 Views · 45 Likes
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Enhancing Stream Data Processing With Snow Pipe, Cortex AI, and Snow Park
Customer sentiment analysis from reviews gathered from external source streams is ingested to Snowflake using Snow Pipe for further analysis using cortex AI API’s.
July 30, 2024
by Harshavardhan Yedla
· 3,591 Views · 3 Likes
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Pivoting Database Systems Practices to AI: Create Efficient Development and Maintenance Practices With Generative AI
Explore how AI can revolutionize modern database development and maintenance through automation, real-time AI applications, and more.
July 30, 2024
by Anandaganesh Balakrishnan
· 7,252 Views · 4 Likes
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The Future of AI: Exploring Generative Systems and Large Language Models
Unleashing creativity and solving complex problems: the promise and challenges of generative AI and large language models.
July 30, 2024
by Saigurudatta Pamulaparthyvenkata
· 2,049 Views · 2 Likes
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AIGenOps: Generative AI and Platform Engineering
In the domain of regulated software, especially in the banking environment where we work, there are constraints of security, quality, and network limitations.
July 29, 2024
by Nicolas Fantoni
· 3,316 Views · 6 Likes
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Implementing and Deploying a Real-Time AI-Powered Chatbot With Serverless Architecture
Build a real-time AI chatbot using AWS Lambda for the backend and a simple HTML/JavaScript frontend.
July 29, 2024
by Neha Dhaliwal
· 4,849 Views · 3 Likes
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Enhancing Query Performance With AI and Vector Search in Azure Cosmos DB for PostgreSQL
Learn to enhance query performance using AI and vector search in Azure Cosmos DB for PostgreSQL, boosting data retrieval efficiency and accuracy.
July 29, 2024
by Sameer Danave
· 2,218 Views · 2 Likes
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Practitioner’s Guide to Deep Learning
An overview of best practices, recommendations, and fundamentals for managing a deep learning project to ensure a robust AI product.
July 26, 2024
by Anurag Paul
· 5,473 Views · 7 Likes
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Exploring the Evolution of Transformers: From Basic To Advanced Architectures
This blog traces the evolution of Transformers from the original model to advanced architectures, highlighting significant advancements.
July 25, 2024
by Suri (thammuio) DZone Core CORE
· 22,753 Views · 3 Likes
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Impact of Generative AI in the Cellular and IoT Telecommunication
The telecommunications industry is on the brink of a transformative shift with the integration of Generative AI (Gen AI).
July 25, 2024
by BINU SUDHAKARAN PILLAI
· 18,613 Views · 4 Likes
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Optimizing Search Precision With Self-Querying Retrieval (SQR) and Langchain
This tutorial describes the merits of SQR and how to use it with the Langchain library to improve retrieval precision and relevance within a RAG framework.
July 25, 2024
by Intiaz Shaik
· 5,914 Views · 2 Likes
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Use Guardrails for Safeguarding Generative AI Applications Built Using Custom or Third-Party Models
Learn how the ApplyGuardrail API can provide a flexible way to integrate Guardrails with your generative AI applications.
July 24, 2024
by Abhishek Gupta DZone Core CORE
· 3,762 Views · 1 Like
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Democratizing Data With Graph RAG: What It Is, What It Can Do, How To Evaluate It
Graph RAG leverages the structured nature of knowledge graphs to organize data as nodes and relationships, enabling retrieval of relevant information.
July 24, 2024
by George Anadiotis
· 3,292 Views · 1 Like
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ChaosMeta for AI: Taking AI Stability to the Next Level With Chaos Engineering
Chaos engineering is about proactively exposing and addressing system vulnerabilities, greatly enhancing system resilience.
July 24, 2024
by Gerald Boersma
· 3,383 Views · 1 Like
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Consistency vs Availability: The Eternal Struggle in Distributed Databases
Since the CAP theorem dictates that systems can only guarantee two of the three properties, this article provides strategies to manage the trade-offs.
July 24, 2024
by Ajinkya Ghadge
· 5,815 Views · 9 Likes
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History and Future of LLMs
LLMs are marvels of modern technology, complex in their function, massive in size, and enable groundbreaking advancements. Explore their history and future.
July 23, 2024
by Kevin Vu
· 5,465 Views · 1 Like
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Step-By-Step Guide To Setting up and Training GANs for Image Generation
Learn to set up and train Generative Adversarial Networks (GANs) using TensorFlow and PyTorch for image generation and manipulation.
July 23, 2024
by Neha Dhaliwal
· 4,410 Views · 2 Likes
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Cross-Platform Integration: Enabling Seamless Workflow Between AI, Microservices, and Azure Cloud
Cross-platform integration of AI, microservices, and Azure Cloud is essential for businesses looking for innovative IT solutions.
July 23, 2024
by Nilesh Charankar
· 6,912 Views · 3 Likes
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