AI/ML Resources

Overview of Classical Time Series Analysis: Techniques, Applications, and Models

Explore what makes time series analysis unique and the specialized techniques and models needed to understand and predict future patterns or trends.

August 5, 2024

by Salman Khan

CORE

· 55,684 Views · 30 Likes

Automation Resilience: The Hidden Lesson of the CrowdStrike Debacle

Read here to discover the as-yet uncovered culprit in this massive hunt for the responsible parties for the recent CrowdStrike debacle: automation.

August 5, 2024

by Jason Bloomberg

· 2,250 Views · 4 Likes

The One-Pixel Threat: How Minuscule Changes Can Fool Deep Learning Systems

Learn about how a single pixel can compromise deep learning models from medical diagnostics to autonomous vehicles, and the challenges to securing our AI future.

August 1, 2024

by Frederic Jacquet

CORE

· 5,482 Views · 5 Likes

Ensuring Data Integrity Through Anomaly Detection: Essential Tools for Data Engineers

This article sets out to explore some of the essential tools required by organizations in the domain of data engineering to efficiently improve data quality.

July 31, 2024

by Keerthivasan santhanakrishnan

· 6,901 Views · 2 Likes

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

· 5,016 Views · 3 Likes

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

· 4,435 Views · 4 Likes

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

· 35,402 Views · 45 Likes

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

· 3,708 Views · 3 Likes

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

· 7,424 Views · 4 Likes

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

· 2,121 Views · 2 Likes

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

· 3,370 Views · 6 Likes

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

· 5,011 Views · 3 Likes

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

· 2,331 Views · 2 Likes

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

· 5,616 Views · 7 Likes

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)

CORE

· 22,926 Views · 3 Likes

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

· 18,694 Views · 4 Likes

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

· 6,096 Views · 2 Likes

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

CORE

· 3,858 Views · 1 Like

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

· 3,336 Views · 1 Like

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

· 3,590 Views · 1 Like

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