AI/ML Resources

Natural Language Processing (NLP) for Voice-Controlled Frontend Applications: Architectures, Advancements, and Future Direction

Learn NLP methodologies for voice-controlled front-end applications and the latest developments in speech recognition, natural language understanding, and more.

December 23, 2024

by Maulik Suchak

· 2,585 Views · 2 Likes

RAG From a Beginner to Advanced: Introduction [Video]

By integrating RAG, we can overcome many limitations of traditional LLMs, providing more accurate, up-to-date, and domain-specific answers.

December 23, 2024

by Mohammed Talib

· 1,894 Views · 2 Likes

The Art of Prompt Engineering in Incident Response

Explore the foundations, benefits, and best practices for mastering prompt engineering in Incident Response.

December 23, 2024

by Dimple Gajra

· 2,867 Views · 2 Likes

The Next Big Thing: How Generative AI Is Reshaping DevOps in the Cloud

Generative AI is transforming DevOps in the cloud, driving innovation, automating workflows, and enhancing efficiency for teams navigating modern cloud environments.

December 20, 2024

by Marija Naumovska

CORE

· 5,348 Views · 4 Likes

Idea to Running: One Minute

Natural Language prompts create an instant running system — app, API, and database — leveraging GenAI with declarative business rules. Free, in the cloud.

December 20, 2024

by Val Huber

CORE

· 4,091 Views · 3 Likes

Exploring the New Boolean Data Type in Oracle 23c AI

Oracle 23c AI introduces native support for the boolean data type, enabling straightforward representation of true, false, and null values in SQL and PL/SQL.

December 19, 2024

by arvind toorpu

· 4,089 Views

Redefining Ethical Web Scraping in the Wake of the Generative AI Boom

The article explains the essence of ethical web data collection, best practices, key challenges, and discussions that the AI boom has sparked in recent years.

December 19, 2024

by Karolis Didziulis

· 3,609 Views · 1 Like

Zero Trust for AI: Building Security from the Ground Up

Zero-trust AI takes a proactive approach to security, protecting your data, workflows, and systems to keep everything safe and reliable.

December 18, 2024

by Josephine Eskaline Joyce

CORE

· 4,142 Views · 2 Likes

Foundational Building Blocks for AI Applications

This article explores how industries can build, utilize, and implement AI solutions, and provides an in-depth look at technical implementation strategies.

December 18, 2024

by Anuja More

· 3,043 Views

A Comprehensive Guide to Prompt Engineering

Master prompt engineering for optimal AI results. Use the CSIR formula and best practices, such as being specific, stating your intent, and directing the output format.

December 18, 2024

by Narendra Babu Mundlamuri

· 4,766 Views · 2 Likes

Deploying LLMs Securely With OWASP Top 10

The OWASP Top 10 guide lays out best practices for securely implementing GenAI applications that rely on LLMs.

December 17, 2024

by Nigel Douglas

· 6,193 Views

How to Optimize Edge Devices for AI Processing

Desiging for edge AI is crucial in today's world with on-device processing and AI applications increasing in popularity.

December 17, 2024

by Emily Newton

· 3,945 Views

Configuring Autoscaling for Various Machine Learning Model Types

This tutorial helps explore options for choosing the right autoscaling policy for maximum resource utilization using AWS Sagemaker.

December 17, 2024

by Koushik Balaji Venkatesan

· 4,776 Views · 6 Likes

Integrating Llama 3.2 AI With Amazon SageMaker

Implement and deploy Llama 3.2 using Amazon SageMaker for generative AI tasks like content creation, conversational agents, and personalized recommendations.

December 16, 2024

by Sunil Sharma

· 4,334 Views · 1 Like

Improve Your Agile Processes With Artificial Intelligence

AI enhances Agile by automating tasks, improving decisions, and optimizing workflows. Boost efficiency and deliver faster with AI-powered Agile.

December 13, 2024

by Liza Kosh

· 3,944 Views · 3 Likes

How and Why the Developer-First Approach Is Changing the Observability Landscape

Developers play a crucial role in modern companies. Explore more about the need to have a developer-first approach and include observability from day one.

December 11, 2024

by Adam Furmanek

CORE

· 5,671 Views · 3 Likes

Setting Up DBT and Snowpark for Machine Learning Pipelines

This guide describes how to install and set up DBT and Snowpark for machine-learning model pipelines to streamline data processing and feature engineering tasks.

December 11, 2024

by Sevinthi Kali Sankar Nagarajan

· 7,457 Views · 3 Likes

Duration Bias in Video Recommendations: A Complete Guide to Fair Content Ranking

Explore the theoretical foundations and practical strategies for addressing duration bias to create balanced, fair, and effective recommendation systems.

December 11, 2024

by Amey Porobo Dharwadker

· 2,953 Views · 2 Likes

Advancing Explainable Natural Language Generation (NLG): Techniques, Challenges, and Applications

Incorporating XAI techniques helps developers refine models, uncover biases, and ensure reliable and fair applications of NLG.

December 10, 2024

by Manasi Sharma

· 3,492 Views · 2 Likes

Enhancing GenAI Applications With KubeMQ: Efficiently Scaling Retrieval-Augmented Generation

Achieve efficiency and reliability in your GenAI RAG workflows with KubeMQ for seamless message handling and FalkorDB for fast, scalable data storage/retrieval.

December 10, 2024

by Alvin Lee

CORE

· 2,534 Views · 3 Likes

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