AI/ML Resources

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

· 644 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

· 584 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 Ramakrishnan Neelakandan

· 1,630 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

· 1,061 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

· 570 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

· 2,342 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

· 3,305 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

· 1,580 Views · 1 Like

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

· 3,207 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

· 4,741 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

· 860 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

· 5,680 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

· 2,655 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

· 5,252 Views · 12 Likes

You’ve Got a Friend in Me: How AI Coding Tools and Security-Aware Developers Can Work Together Safely

Code created by AI can be rife with vulnerabilities and flaws, but AI-assisted coding tools can still be helpful if paired with security-aware, human developers.

May 15, 2024

by Matias Madou

· 454 Views · 1 Like

Exploration on Azure Computer Vision Model To Build AI-Ready Web Applications

This article explains how to integrate computer vision SDK with JavaScript to develop custom models or use pre-built models to build intelligent web applications.

May 15, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 491 Views · 4 Likes

Harnessing AI to Revolutionize IT Service Management: Insights from ManageEngine's Director of AI Research

ManageEngine's Director of AI Research shares insights on leveraging AI to enhance IT service management interlaced with software, much like search functionality.

May 15, 2024

by Tom Smith

CORE

· 1,779 Views · 1 Like

The Beginner's Guide To Understanding Graph Databases

Explore how graph databases manage complex data through nodes and edges, uses in social networks, fraud detection, and advantages over relational databases.

May 14, 2024

by Shantanu Kumar

CORE

· 5,347 Views · 12 Likes

Generative AI: RAG Implementation vs. Prompt Engineering

This article explains two main approaches: RAG implementation and prompt engineering to enhance generative AI models, comparing and contrasting both of them.

May 14, 2024

by Ganesh Kumar Murugesan

· 1,850 Views · 1 Like

Understanding RLAIF: A Technical Overview of Scaling LLM Alignment With AI Feedback

RLAIF uses AI feedback to train AI, scaling alignment, reducing human reliance, and costs, and enabling continuous improvement.

May 14, 2024

by Obaid Sarvana

· 2,825 Views · 1 Like

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