machine learning Archives - IntelliTechTribe

Deep Learning: A Comprehensive Beginner’s Guide

TL;DR What is deep learning? Deep learning is a type of machine learning where computers use many layers of neural networks to learn patterns from data. These models can find…

Asad iqbal May 22, 2025machine learning

Machine learning

Semantic Search in the Age of Generative AI

TL;DR What is semantic search? Semantic search is an advanced retrieval method that interprets user intent and context, rather than just matching keywords. It uses techniques like embeddings and knowledge…

Asad iqbal May 20, 2025deep learning, Genai, machine learning

Machine learning

Understanding Machine Learning: A Beginner’s Guide to AI’s Most Powerful Tool

TL;DR What is machine learning? Machine learning is a way of programming computers to learn patterns from data and make predictions. Unlike traditional programming (where rules are written by hand),…

Asad iqbal May 16, 2025machine learning

Machine learning

Batch Normalization in Deep Learning

TL;DR What is Batch Normalization? Batch normalization is a layer that normalizes the inputs of each layer to have zero mean and unit variance within each mini-batch. It helps stabilize…

Asad iqbal May 15, 2025deep learning, machine learning

Machine learning

Mixture of Experts (MoE): A Comprehensive Guide in Deep Learning

TL;DR Q 1. What is a Mixture of Experts (MoE)? MoE is a neural network design that splits a model into many expert subnetworks, each specialized on different inputs. It…

Asad iqbal May 9, 2025deep learning, machine learning, NLP

Machine learning

Softmax Activation Function Explained: Converting Scores to Probabilities

TL;DR Q 1. What is the Softmax activation function? Softmax Activation Function takes a vector of raw neural network scores (logits) and turns them into a probability distribution over classes.…

Asad iqbal May 7, 2025computer vision, deep learning, Genai, machine learning, NLP

Machine learning

Kubeflow vs MLflow: Choosing the Right MLOps Tool for Your Needs

Machine Learning Operations (MLOps) have stepped into the spotlight lately, hasn’t it? It’s clear that building a great ML model isn’t enough. You have got to get it out there,…

Asad iqbal April 8, 2025machine learning, MLOps

Machine learning

Top Open-Source LLMs for 2025

Large Language Models (LLMs) Businesses have increasingly adopted AI solutions, including AI text generation tools that use powerful large language models (LLMs). Over the past few years, a multitude of…

Ali Raza April 7, 2025deep learning, Genai, machine learning, NLP

Machine learning

Llama 4: The Beginning of a New Era in AI Innovation

Meta released its latest breakthrough: Llama 4, a collection of natively multimodal AI models. The Llama 4 family consists of three distinct models designed to serve different use cases and…

Asad iqbal April 6, 2025deep learning, Llama 4, machine learning

Machine learning

What is Model Context Protocol: Everything You Need to Know About the MCP

The integration of artificial intelligence (AI) into various applications has become both a necessity and a challenge. Traditional methods often include custom integrations, resulting in inefficiencies and security issue vulnerabilities.…

Asad iqbal March 14, 2025deep learning, Genai, machine learning, NLP