AI/ML Resources

Automating Data Pipelines: Generating PySpark and SQL Jobs With LLMs in Cloudera

Use LLMs in Cloudera to convert natural language into PySpark or SQL, run pipelines with CDE, and manage secure, governed data using Iceberg and SDX.

May 12, 2025

by Anjan Kumar Ayyadapu

· 15,100 Views · 2 Likes

Automatic Code Transformation With OpenRewrite

Learn how OpenRewrite enhances automated refactoring, improves code quality, and tackles maintenance challenges with real-world examples and benefits.

May 9, 2025

by Gangadhararamachary Ramadugu

· 5,276 Views · 1 Like

Accelerating AI Inference With TensorRT

Explore how TensorRT slashes AI latency with quantization, fusion, and ONNX—achieving over 70% faster inference in real-world autonomous systems.

May 9, 2025

by Vineeth Reddy Vatti

· 4,019 Views · 1 Like

A Complete Guide to Modern AI Developer Tools

This guide explores the most impactful AI developer tools, highlighting their features, installation steps, strengths, and limitations.

May 9, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 7,973 Views · 7 Likes

AI’s Role in Everyday Development

Let's learn about how AI tools enhance software development with smarter coding, debugging, testing, DevOps workflows, actionable use cases, and top tools.

May 9, 2025

by Mahesh Ganesamoorthi

· 2,971 Views · 1 Like

AI's Dilemma: When to Retrain and When to Unlearn?

A high-level overview of retraining and machine unlearning that includes sample code, a comparison of when to use each approach, and a conclusion.

May 9, 2025

by Prasannakumar Patil

· 3,353 Views · 6 Likes

Getting Started With GenAI on BigQuery: A Step-by-Step Guide

This article shows how to use Google Cloud's BigQuery ML and Gemini to analyze and summarize text data directly within BigQuery using SQL and ML.GENERATE_TEXT function.

May 8, 2025

by Nivedita Kumari

· 3,906 Views

Artificial Intelligence, Real Consequences: Balancing Good vs Evil AI [Infographic]

Is AI bringing about positive change? What are the long-term repercussions? Let's explore the exciting yet intensifying pressure of AI.

May 8, 2025

by DZone Editorial

· 4,414 Views · 5 Likes

Measuring the Impact of AI on Software Engineering Productivity

AI-assisted coding tools promise large productivity gains. But does AI generated code really equate to higher engineering productivity? We dive into the details.

May 7, 2025

by Ralf Huuck

· 2,646 Views · 1 Like

Transforming AI-Driven Data Analytics with DeepSeek: A New Era of Intelligent Insights

AI-driven analytics is revolutionizing data processing, enhancing automation, optimizing decision-making, and tackling challenges like scalability, latency, and security.

May 7, 2025

by Shafeeq Ur Rahaman

· 3,028 Views

Kubeflow: Driving Scalable and Intelligent Machine Learning Systems

Kubeflow streamlines and scales machine learning workflows on Kubernetes, improving deployment, interoperability, and efficiency.

May 7, 2025

by Anupama Babu

· 2,719 Views · 2 Likes

Beyond ChatGPT, AI Reasoning 2.0: Engineering AI Models With Human-Like Reasoning

Build a practical AI reasoning system from scratch using Python, focusing on real-world applications and step-by-step implementation.

May 6, 2025

by Mahesh Vaijainthymala Krishnamoorthy

· 2,593 Views · 1 Like

Hybrid Cloud vs Multi-Cloud: Choosing the Right Strategy for AI Scalability and Security

As AI adoption accelerates, enterprises must choose the right cloud strategy to ensure scalability, security, and performance.

May 6, 2025

by Vaibhav Tupe

· 5,341 Views

A Guide to Developing Large Language Models Part 1: Pretraining

In this article, we will cover key concepts in LLM pretraining, focusing on language model basics, data, scaling laws, and evaluation.

May 6, 2025

by Inderjot Singh Saggu

· 3,820 Views · 2 Likes

AI, ML, and Data Science: Shaping the Future of Automation

AI, machine learning, and data science are transforming industries, driving automation, advancing innovation, and addressing challenges like data privacy and bias.

May 6, 2025

by Shafeeq Ur Rahaman

· 3,698 Views

A Developer's Guide to Mastering Agentic AI: From Theory to Practice

The next evolution of AI: systems that autonomously plan, reason, and act to achieve complex goals. This guide offers a structured path for developers.

May 5, 2025

by Somanath Balakrishnan

CORE

· 5,224 Views · 6 Likes

AI Meets Vector Databases: Redefining Data Retrieval in the Age of Intelligence

Learn how AI and vector databases enable searches by meaning, powering smarter recommendations, chatbots, and tools for handling unstructured data.

May 5, 2025

by Anand Singh

· 2,596 Views · 1 Like

AI-Assisted Coding for iOS Development: How Tools like CursorAI Are Redefining the Developer Workflow

AI Assisted coding is changing iOS development fundamentally. Tools like CursorAI are helping iOS developers ship apps faster.

May 2, 2025

by Prithiv Dev Devendran

· 2,749 Views

Unlocking AI Coding Assistants Part 4: Generate Spring Boot Application

Determine whether it's feasible to build a production-grade Spring Boot application from scratch using a large language model (LLM) as an AI coding assistant.

May 2, 2025

by Gunter Rotsaert

CORE

· 4,457 Views · 3 Likes

My LLM Journey as a Software Engineer Exploring a New Domain

Here is rant about a software engineer putting on a non-developer hat by leveraging AI to attempt to conquer an unfamiliar territory.

May 1, 2025

by Dale Waterworth

· 3,213 Views · 1 Like

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