AI/ML Resources

A Guide to Using Amazon Bedrock Prompts for LLM Integration

Easily integrate LLMs into your application, manage prompts effectively and leverage the latest in LLM application development with Amazon Bedrock.

February 7, 2025

by Adit Jamdar

· 4,681 Views

A View on Understanding Non-Human Identities Governance

Rethinking the governance, lifecycles, and interdependencies of your machine identities is essential for eliminating secrets sprawl and reducing your attack surface.

February 7, 2025

by Dwayne McDaniel

· 2,952 Views · 3 Likes

Build an AI Browser Agent With LLMs, Playwright, Browser Use

A guide on how to build an AI browser agent using LLMs, Playwright, and Browser Use to automate web interactions, extract data, and navigate sites efficiently.

February 7, 2025

by Kailash Pathak

CORE

· 3,239 Views · 2 Likes

Exploring Operator, OpenAI’s New AI Agent

OpenAI has introduced its new AI agent, Operator. See how it can streamline software testing, reduce manual effort, and enhance accuracy with automation.

February 6, 2025

by Kailash Pathak

CORE

· 3,368 Views · 2 Likes

Community Over Code Keynotes Stress Open Source's Vital Role

This year's Community Over Code keynotes highlighted a maturing open-source ecosystem tackling new challenges around security, regulation, and scalability.

February 6, 2025

by Brian Proffitt

· 2,436 Views · 3 Likes

How to Use AI With WordPress

In this article, you will learn how to use AI with WordPress, as we list a couple of plugins and tools that will be useful for automating tasks and workflows.

February 5, 2025

by Nitish Singh

CORE

· 2,108 Views

AI Regulation in the U.S.: Navigating Post-EO 14110

The Trump administration revoked EO 14110, shifting the U.S. toward a market-driven AI strategy to spur innovation and investment.

February 5, 2025

by Frederic Jacquet

CORE

· 2,972 Views · 2 Likes

4 Reasons Agentic AI Is Reshaping Enterprise Search

Discover how Agentic AI is transforming enterprise search, empowering smarter decisions, and enhancing self-service success.

February 4, 2025

by Taranjeet Singh

· 2,025 Views · 2 Likes

Build Modern Data Architectures With Azure Data Services

Modern data architecture with Azure enables scalable, secure, and efficient data management, real-time analytics, and business innovation.

February 4, 2025

by Aravind Nuthalapati

CORE

· 3,979 Views · 1 Like

Limitations of LLM Reasoning

This article provides an analysis of the reasoning limitations that exist in today's LLMs and the approaches to overcome them.

February 4, 2025

by Bhala Ranganathan

· 1,742 Views

Building a Full-Stack Resume Screening Application With AI

In this article, you'll learn how to build a smart resume analyzing application using the DeepSeek R1 open-source GenAI LLM model and save operation costs.

February 3, 2025

by Anujkumarsinh Donvir

CORE

· 4,286 Views · 9 Likes

90% Cost Reduction With Prefix Caching for LLMs

Up to 70% of prompts in LLM applications are repetitive. Prefix caching can reduce inference costs by up to 90%, thus optimizing performance and saving money.

February 3, 2025

by Mahak Shah

· 1,778 Views

Building Neural Networks With Automatic Differentiation

In this post, we will write a basic DNN using simple Python. To do that, we need to understand automatic differentiation and then implement it in code.

February 3, 2025

by Mayank Gupta

· 1,561 Views · 2 Likes

Building RAG Apps With Apache Cassandra, Python, and Ollama

A brief introduction to Apache Cassandra for retrieval-augmented generation using Python and Ollama for developing applications free of cost locally or on a server.

February 3, 2025

by Varun Setia

· 2,301 Views

Building Custom Tools With Model Context Protocol

Learn how to build MCP servers to extend AI capabilities. Create tools that AI models can seamlessly integrate, demonstrated through an arXiv paper search implementation.

January 31, 2025

by Aditya Karnam Gururaj Rao

· 2,922 Views

Web Scraping With LLMs, ScrapeGraphAI, and LangChain

In this article, learn how to use LLMs for web scraping with ScrapeGraphAI, LangChain, and Pydantic. This guide covers setup, configuration, and data extraction

January 31, 2025

by Juveria dalvi

· 2,998 Views

How to Build a Data Dashboard Prototype With Generative AI

This article is a tutorial that shows how to build a data dashboard to visualize book reading data taken from goodreads.com.

January 30, 2025

by Jo Stichbury

CORE

· 3,510 Views · 1 Like

Building a Machine Learning Pipeline Using PySpark

This article discusses building an efficient ML pipeline with PySpark, covering data loading, preprocessing, model training, and evaluation for large datasets.

January 30, 2025

by Abhishek Trehan

· 3,290 Views · 1 Like

Predicting Diabetes Types: A Deep Learning Approach

Machine learning analysis of diabetes in young Indians: Deep learning vs. XGBoost (64.75% vs. 74% accuracy) using health and lifestyle data.

January 29, 2025

by Aditya Karnam Gururaj Rao

· 2,216 Views · 1 Like

Metal and the Simulated Annealing Algorithm

The Simulated Annealing algorithm described in this article demonstrates its effectiveness as a powerful tool for finding optimal solutions to complex problems.

January 29, 2025

by Vitaly Kuznetsov (Ippolitov)

· 2,166 Views · 2 Likes

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