AI/ML Resources

Leveraging AI and Vector Search in Azure Cosmos DB for MongoDB vCore

This article explains the inbuilt vector search functionality in Cosmos DB for MongoDB vCore and also provides a quick exploration guide using Python code.

May 26, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 3,788 Views · 3 Likes

Application Task Driven: LLM Evaluation Metrics in Detail

List of common LLM systems evaluation metrics that are based on specific applications and a supporting open-source framework.

May 24, 2024

by Sapan Patel

· 2,435 Views · 1 Like

Middleware in Autonomous Vehicles

Self-driving cars are becoming common; however, software development outside of ML topics is not well known. This post demystifies middleware for vehicles.

May 23, 2024

by Shobhit Kukreti

· 3,421 Views · 3 Likes

Optimizing the Traveling Salesman Problem: Integrating Graph Neural Networks With Branch and Bound Algorithms

Learn how integrating Graph Neural Networks (GNNs) with the Branch & Bound (B&B) algorithm significantly advances solving the Traveling Salesman Problem (TSP).

May 23, 2024

by Priyanka Koushik

· 4,457 Views · 2 Likes

Universal Semantic Layer: Going Meta on Data, Functionality, Governance, and Semantics

What is a universal semantic layer, and how is it different from a semantic layer? Is there actual semantics involved? Who uses that, how, and what for?

May 23, 2024

by George Anadiotis

· 1,581 Views · 1 Like

Securing Generative AI Applications

There are various types of security considerations needed to ensure the safety of a Gen AI application and the uptime of the application.

May 22, 2024

by Pranav Kumar Chaudhary

· 3,788 Views · 1 Like

Revolutionizing Machine Learning Pipelines: Google Cloud MLOps for Continuous Integration and Deployment

Google Cloud MLOps streamlines machine learning operations through automated CI/CD pipelines, scalable infrastructure, and comprehensive monitoring tools.

May 20, 2024

by Vijayabalan Balakrishnan

· 1,091 Views · 1 Like

7 Unique Ways To Use AI Tools for Data Analytics

Supplementing traditional methods of analyzing data with a variety of AI tools to help realize the potential of all available information.

May 20, 2024

by John Lafleur

· 1,174 Views · 1 Like

AI Risk Management Framework: A Technical Deep Dive for AI Developers

AI Risk Management Framework guides developers to build AI systems by identifying and mitigating risks through testing, secure coding, and continuous monitoring.

May 20, 2024

by Ram N

· 2,696 Views · 3 Likes

Using Primary, Partition, and Clustering Keys in ScyllaDB (or Cassandra)

Learn core data modeling concepts that are critical for optimizing performance in wide-column NoSQL databases.

May 20, 2024

by Guy Shtub

· 2,411 Views · 1 Like

Harnessing the Power of AI in Compliance Automation: Insights from Shrav Mehta, Founder and CEO, Secureframe

Discover how AI transforms compliance automation, its challenges, and best practices for developers, engineers, and architects.

May 20, 2024

by Tom Smith

CORE

· 1,021 Views · 1 Like

GenAI Demo With Kafka, Flink, LangChain and OpenAI

Explore the architecture and demo for open-source data streaming using Apache Kafka and Flink with Python, LangChain, and OpenAI LLM APIs in the cloud.

May 17, 2024

by Kai Wähner

CORE

· 3,524 Views · 1 Like

GenAI in Java With Merlinite, Quarkus, and Podman Desktop AI Lab

Discover the simple and easy way to quickly get up and running with containerized LLMs and AI-infused Quarkus applications in Java.

May 17, 2024

by Markus Eisele

· 4,416 Views · 1 Like

How To Build Local LLM Apps With Ollama and SingleStore

In this article, we will explore how to use Ollama with LangChain and SingleStore using a Jupyter Notebook.

May 17, 2024

by Akmal Chaudhri

CORE

· 3,060 Views · 2 Likes

Advancements in AI for Health Data Analysis

Healthcare has ushered in a transformative era dominated by AI and ML, which are now central to data analytics and operational utilities.

May 17, 2024

by Saigurudatta Pamulaparthyvenkata

· 4,355 Views · 6 Likes

Comparing Pandas, Polars, and PySpark: A Benchmark Analysis

Compare different datasets of three tools - Pandas, Polars, and PySpark - with a conclusion about where the future of data processing is going.

May 16, 2024

by Nacho Corcuera

· 10,438 Views · 2 Likes

A Beginner's Guide To Deploying Hugging Face Models on SageMaker: Unlocking AI Capabilities for NLP, CV, and Gen AI

Learn how to elevate your SageMaker endpoint for any Hugging Face model to run your GenAI or traditional Machine Learning models.

May 16, 2024

by Sai Sharanya Nalla

· 1,424 Views · 3 Likes

DevOps vs. DataOps vs. MLOps vs. AIOps: Comparison of All "Ops"

The acronym "Ops" has rapidly increased in IT operations in recent years. Explore different "Ops" in this explanation of DevOps, DataOps, MLOps, and AIOps.

May 16, 2024

by Ravi Kiran Mallidi

CORE

· 8,863 Views · 6 Likes

Building Intelligent AI Agents Using Semantic Kernels and Azure OpenAI Models: A Step-By-Step Guide

In this article, we will look into the power of Semantic kernel C# SDK and Open AI combined to create intelligent AI agents.

May 16, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 3,536 Views · 4 Likes

10 ChatGPT Prompts To Boost Developer Productivity

In this article, we’ll explore 10 ChatGPT prompts tailored specifically for developers and engineers to boost their productivity and streamline their workflow.

May 15, 2024

by Shahid Shaikh

· 5,791 Views · 12 Likes

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