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The Latest AI/ML Topics

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Unlocking Data with Language: Real-World Applications of Text-to-SQL Interfaces
Leverage machine learning models to convert natural language queries into accurate and efficient SQL statements with AI-driven text-to-SQL conversion.
May 12, 2025
by Abrar Ahmed Syed
· 4,276 Views · 3 Likes
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Why High-Performance AI/ML Is Essential in Modern Cybersecurity
Artificial intelligence and machine learning play a frontal role in these transformations, providing the necessary capabilities to secure digital systems effectively.
May 12, 2025
by Smarth Behl
· 6,181 Views · 1 Like
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From Zero to Production: Best Practices for Scaling LLMs in the Enterprise
Learn how enterprises can scale LLMs to production with best practices in model selection, infrastructure design, cost control, governance, and monitoring.
May 12, 2025
by Salman Khan DZone Core CORE
· 14,118 Views · 2 Likes
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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
· 15,063 Views · 2 Likes
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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
· 5,221 Views · 1 Like
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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
· 3,959 Views · 1 Like
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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 DZone Core CORE
· 7,846 Views · 7 Likes
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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
· 2,944 Views · 1 Like
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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
· 3,313 Views · 6 Likes
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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
· 3,870 Views
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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
· 4,331 Views · 5 Likes
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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
· 2,626 Views · 1 Like
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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
· 3,001 Views
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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
· 2,693 Views · 2 Likes
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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
· 2,567 Views · 1 Like
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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
· 5,302 Views
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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
· 3,715 Views · 2 Likes
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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
· 3,663 Views
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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 DZone Core CORE
· 5,136 Views · 6 Likes
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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
· 2,564 Views · 1 Like
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