AI/ML Resources

Event-Driven AI: Building a Research Assistant With Kafka and Flink

Learn about the development of an AI-powered research assistant created to help prepare for podcast interviews.

January 6, 2025

by Sean Falconer

· 3,349 Views · 3 Likes

Unsupervised Learning Methods for Analyzing Encrypted Network Traffic

Unsupervised learning analyzes encrypted traffic patterns, enhancing security without decryption, using clustering and anomaly detection techniques.

January 3, 2025

by Anurag Agrawal

· 5,531 Views

Software Development Trends to Follow in 2025

In this blog, I will discuss key software development trends for 2025, from AI-powered tools to ethical AI, low-code platforms, and cloud-native advancements.

January 2, 2025

by Fawad Mohsin

· 8,562 Views · 7 Likes

Driving RAG-Based AI Infrastructure

When paired with AI agents for workflow orchestration, RAG-based AI infrastructure excels in dynamic decision-making, analytics, and automation.

January 1, 2025

by Apurva Kumar

· 3,980 Views · 2 Likes

The Importance of Kubernetes in MLOps and Its Influence on Modern Businesses

The most critical challenges in MLOps involve constructing scalable and flexible infrastructure, to which Kubernetes is an efficient solution.

December 31, 2024

by Anupama Babu

· 5,582 Views · 1 Like

Enhancing DevOps in the Cloud With AI Innovation

Learn how AI-driven tools are transforming DevOps practices in cloud environments, improving automation, efficiency, and scalability by leveraging AI.

December 31, 2024

by Srinivas Reddy Bandarapu

· 4,648 Views · 3 Likes

Building a Receipt Scanner App With OCR, OpenAI, and PostgreSQL

In this article, you'll learn how to build a receipt scanner app using OCR for text extraction, OpenAI for processing, and PostgreSQL for efficient data storage.

December 31, 2024

by Balusamy Nachiappan

· 10,392 Views · 3 Likes

Agile Failure Has Strengthened, Not Weakened, Software

With psychological factors helping explain why humans struggle with Agile, interdisciplinary expertise can help save us from future software disasters.

December 31, 2024

by Junade Ali

· 4,982 Views · 2 Likes

Supercharge Your Coding Workflow With Ollama, LangChain, and RAG

Learn how to build a retrieval-augmented generation (RAG) code assistant using Ollama and LangChain to optimize your coding workflow.

December 30, 2024

by Santhosh Vijayabaskar

CORE

· 7,141 Views · 6 Likes

Getting Started With Snowflake Snowpark ML: A Step-by-Step Guide

This guide discusses setting up the Snowpark ML library, configuring your environment, and implementing a basic ML use case.

December 30, 2024

by Sevinthi Kali Sankar Nagarajan

· 3,997 Views · 2 Likes

Implementing CRUD Operations With NLP Using Microsoft.Extensions.AI

Learn how to implement CRUD operations using NLP in a .NET Web API application with the Microsoft.Extensions.AI library for a light management system.

December 30, 2024

by Baraneetharan Ramasamy

· 3,515 Views · 1 Like

AI in 2024: Year in Review and Predictions for 2025

The past year has been transformative for artificial intelligence. Let's review the major developments of 2024 and explore what the future might hold in 2025.

December 30, 2024

by Roger Oriol

· 2,578 Views

5 AI Trends That Will Define Software Development in 2025

In this article, we’ll explore the top AI trends that will shape software development in 2025: Agentic AI, Multimodal AI, Democratization of AI, and more.

December 27, 2024

by Sameer Danave

· 6,275 Views

Creating Your First GenAI RAG App: Sony TV Manual Example

For novices, this tutorial demonstrates how to chunk PDF manuals, embed them with OpenAI, retrieve relevant text via FAISS, and produce GPT-based answers using RAG.

December 27, 2024

by Shreyam Dutta Gupta

· 3,474 Views · 3 Likes

Advancing Enterprise AI Solutions With Agentic RAG

Agentic RAG revolutionizes enterprise AI solutions by combining RAG with autonomous AI agents, enabling smarter, more proactive, and task-oriented AI applications.

December 27, 2024

by Suri (thammuio)

CORE

· 26,003 Views · 3 Likes

Building Intelligent Multi-Agent Conversational Systems Using the AutoGen Framework

Learn how to build scalable multi-agent conversational AI systems easily using the AutoGen framework with modular and extensible features.

December 26, 2024

by Aravind Nuthalapati

CORE

· 23,200 Views · 3 Likes

The Future of Data Lies in Transformer Models vs. Big Data Transformations

Last year witnessed the explosive rise of large models, generating global enthusiasm and making AI seem like a solution to all problems.

December 25, 2024

by William Guo

· 5,237 Views · 1 Like

Creating Scalable, Compliant Cloud Data Pipelines in SaaS through AI Integration

Cloud-based AI data pipelines provide SaaS companies with scalable, cost-effective solutions for real-time insights and efficient data management.

December 24, 2024

by Venkata Gummadi

· 23,803 Views · 3 Likes

Implementing Ethical AI: Practical Techniques for Aligning AI Agents With Human Values

Ethical AI empowers alignment with human values through Reinforcement Learning from Human Feedback, external data, and transparency practices.

December 24, 2024

by Aravind Nuthalapati

CORE

· 37,721 Views · 4 Likes

From Prompt to Running Microservice: ServiceBricks Step-By-Step

Using ServiceBricks and this step-by-step guide, create modular microservices from scratch with artificial intelligence, source code generation, and a prompt.

December 24, 2024

by Danny Logsdon

· 5,922 Views · 4 Likes

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