AI/ML Resources

Why Clean Data Is the Foundation of Successful AI Systems

Poor data quality costs enterprises $406M annually. Learn in this article some key challenges and best practices for ensuring data quality in AI systems.

April 8, 2025

by Vaishali Mishra

· 4,714 Views · 2 Likes

AI-Powered Defenses Against Clickjacking in Finance

Clickjacking is not a new online threat, but it continues to evolve and stay relevant. This article discusses AI-driven techniques for combating this attack.

April 8, 2025

by Dipankar Saha

· 3,196 Views

How I Taught OpenAI a New Programming Language With Fine-Tuning

We fine-tuned OpenAI to understand a programming language it had no prior knowledge of. This article explains what we learned.

April 7, 2025

by Thomas Hansen

CORE

· 5,230 Views · 1 Like

Three AI Superpowers: Classification AI vs Predictive AI vs Generative AI

Learn the difference between classification, predictive, and generative AI — what they do and how they’re used to sort data, forecast trends, and create content.

April 7, 2025

by Mahesh Ganesamoorthi

· 4,168 Views

Optimizing Natural Language Queries for Multi-Service Information Retrieval

Learn how to optimize natural language queries for orchestrated information retrieval across multiple services using AI, GraphQL, and embedding models.

April 7, 2025

by Abhay Patra

· 3,744 Views · 1 Like

Shift-Right Testing: Smart Automation Through AI and Observability

Shift-right testing uses AI and observability to validate software in production-like environments, helping uncover real-world issues post-release.

April 7, 2025

by Raghavender Vanam

· 3,503 Views · 1 Like

AI-Driven RAG Systems: Practical Implementation With LangChain

This guide explores the fundamentals of RAG and provides a step-by-step LangChain implementation for building scalable, context-aware AI systems.

April 4, 2025

by Rambabu Bandam

· 9,405 Views · 3 Likes

Supercharging LLMs With Knowledge Graphs for Smarter, Fairer AI

KGAT reduces bias in LLMs like GPT-4 by integrating knowledge graphs, enhancing fairness and performance for ethical AI systems.

April 3, 2025

by Rajeev Kumar

· 4,014 Views · 2 Likes

From Zero to Meme Hero: How I Built an AI-Powered Meme Generator in React

Learn how to build an AI meme generator using OpenAI, React, Fabric.js, and DALL-E 3 and create captions, design meme canvases, and optimize costs and performance.

April 3, 2025

by Mohit Menghnani

CORE

· 7,543 Views · 4 Likes

AI Protection: Securing The New Attack Frontier

The world is moving toward AI-first products. In this article, we discuss how to defend against sophisticated attacks that target the underlying models.

April 2, 2025

by Aditya V

· 4,177 Views

Create Your Own AI-Powered Virtual Tutor: An Easy Tutorial

Build your own AI tutor! Learn how to use NLP, knowledge graphs, reinforcement learning, and speech synthesis to create an adaptive learning assistant.

April 2, 2025

by Achraf Golli

· 6,245 Views · 2 Likes

Why Generative AI Needs Human Oversight to Build Trust

Generative AI is transforming industries, but Trust Calibration and human oversight are key to keeping it accurate, ethical, and reliable.

April 2, 2025

by Richa Taldar

· 5,400 Views · 3 Likes

Maintaining ML Model Accuracy With Automated Drift Detection

This tutorial demonstrates how to implement automated drift detection, triggers alerts, and automatically retrains models to maintain accuracy in production environments.

April 2, 2025

by Jesse Williams

· 3,900 Views · 2 Likes

Safeguarding Sensitive Data: Content Detection Technologies in DLP

Data breaches cost $4.88M on average — learn in this article how DLP content detection protects sensitive data with the help of AI, RegEx, OCR, and more.

April 1, 2025

by Praveen Kumar Myakala

· 7,297 Views · 44 Likes

Generative AI in Agile: A Strategic Career Decision

The cost of experimentation is low; the potential career advantage, on the other side, is substantial. A reason to embrace generative AI in Agile?

April 1, 2025

by Stefan Wolpers

CORE

· 5,185 Views · 6 Likes

Testing AI Is the First Step to Using AI

Sales and marketing professionals in high tech should use AI, but how do you start? There's a crucial first step that often gets skipped: testing.

April 1, 2025

by Jesse Casman

CORE

· 2,955 Views · 2 Likes

Predicting Ad Viewability With XGBoost Regressor Algorithm

This article explores how data-driven decision-making enhances digital advertising, focusing on predicting ad viewability rates using machine learning.

April 1, 2025

by MELTEM TOSUN

· 2,078 Views · 2 Likes

Testing DeepSeek-R1 Locally Using Ollama

Testing DeepSeek-R1 with Ollama for code generation, math solving, creative writing, and Q&A. See how it performs across tasks and where it falls short.

April 1, 2025

by Akmal Chaudhri

CORE

· 2,028 Views

Function Calling and Agents in Agentic AI

Function calling in agentic AI allows autonomous agents to dynamically execute tasks by invoking specific functions based on reasoning and goals.

April 1, 2025

by Bhala Ranganathan

CORE

· 3,268 Views · 1 Like

Supervised and Unsupervised Learning in Machine Learning

Discover the pros and cons, types, applications, and lots more about two common machine learning algorithms: supervised learning and unsupervised learning.

March 31, 2025

by Jennifer Wales

· 2,507 Views · 2 Likes

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