AI-ML-DS

6.6K+ posts

Last Updated: 06 December 2025

Welcome back to the eighth edition of AI for Geeks!We survived the hype, tamed randomness, built guardrails, measured everything, stared at the infra monster, watched deve...read more

AI News

Artificial Intelligence

AI for Geeks: The New Way of Development

Last Updated: 02 December 2025

Welcome back to the seventh edition of AI for Geeks!We cut the hype, learned to tame randomness, locked models behind guardrails, measured them ruthlessly, stared at the t...read more

Data Science

AI News

What are State Space Models (SSMs)

Last Updated: 25 November 2025

A State Space Model (SSM) is a mathematical framework used to model and predict how a system evolves over time. Many real-world systems, such as weather, stock prices or b...read more

Artificial Intelligence

Data Science

N Shot Learning

Last Updated: 17 November 2025

N shot learning is a machine learning approach that trains models using only N data points per class, where N is very small. It is designed for situations where collecting...read more

Machine Learning

Artificial Intelligence

AI for Geeks: After the AI Bubble

Last Updated: 14 November 2025

Welcome back to the fifth edition of AI for Geeks!We began with AI for Geeks, a flashlight in the hype fog. Determinism exposed the wild randomness of LLMs. Guardrails bui...read more

Data Science

Metric Learning

Last Updated: 17 November 2025

Metric Learning is a machine learning approach that learns an optimal distance function from labeled data. The goal is to create an embedding space where similar data poin...read more

Machine Learning

Artificial Intelligence

What is a Mamba model

Last Updated: 24 November 2025

Mamba is a neural network architecture designed for large language models and long-sequence tasks. It overcomes Transformer limitations by providing faster inference, lowe...read more

Artificial Intelligence

Large Language Model(LLM)

Bias Drift in Machine Learning

Last Updated: 13 November 2025

Bias Drift refers to the gradual change in a model’s fairness or bias characteristics over time, even if its overall accuracy remains stable. It means the model’s predicti...read more

Machine Learning

Building an LLM Chatbot using Flowise AI

Last Updated: 11 November 2025

Large Language Models have transformed how machines understand and respond to human language. However, creating a chatbot that uses these models effectively while managing...read more

Artificial Intelligence

Large Language Model(LLM)

What is Red Teaming for Generative AI ?

Last Updated: 11 November 2025

Red Teaming is a systematic evaluation process where experts known as red teamers intentionally challenge and test a system to uncover weaknesses just like an attacker or ...read more

Artificial Intelligence

GenAI

GenAIOps

Last Updated: 15 November 2025

GenAIOps (Generative AI Operations) is a modern operational framework that extends MLOps to manage the complete lifecycle of Generative AI systems. It ensures that Generat...read more

Artificial Intelligence

Scaling GenAI

Last Updated: 10 November 2025

Scaling Generative AI means moving from small, isolated proofs of concept to production ready AI systems that work reliably across multiple teams, workflows and geographie...read more

Artificial Intelligence

GenAI

Casual Machine Learning

Last Updated: 08 November 2025

Causal Machine Learning (Causal ML) uncovers true cause and effect relationships by combining prediction with causal inference. It goes beyond correlation to understand wh...read more

Machine Learning

AI for Geeks: LLM Evaluation

Last Updated: 08 November 2025

Welcome back to the fourth edition of AI for Geeks!We started with AI for Geeks, a survival guide to the hype storm. Then, Determinism in LLMs exposed the chaos of non-det...read more

Data Science

AI News

Data Science

Knowledge Graphs for RAG

Last Updated: 10 November 2025

A Knowledge Graph in RAG (Retrieval-Augmented Generation) is a structured representation of information where entities (nodes) and their relationships (edges) are explicit...read more

Artificial Intelligence

Large Language Model(LLM)

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