Towards AI

FEBRUARY 20, 2024

This ability empowers them to identify patterns, make predictions, and even generate creative content. Slope, intercept in case of linear regression). Linear Regression Decision Trees Support Vector Machines Neural Networks Clustering Algorithms (e.g., You show many cats to the child.

Machine Learning 84

Machine Learning ML Neural Network Algorithm 84

Artificial Corner

JULY 9, 2023

Recommendation systems: Streaming platforms leverage unsupervised learning to analyze users’ past choices and recommend personalized content, such as movies or music, enhancing the overall user experience. Stay tuned for more exciting content! Thank you for joining me on this journey of understanding unsupervised learning.

Algorithm 97

Algorithm Categorization Machine Learning Neural Network 97

Artificial Corner

JUNE 16, 2023

Machine Learning System Design Series Learn how a photo tagging system, like the one used by Facebook, works in detail. Facebook tag suggestion system — Source: [link] No matter how old you are, I bet you have crossed Facebook or Instagram once. The core of our solution is a system that suggests photo tags based on who’s in them.

Algorithm 52

Algorithm Machine Learning ML Explainability 52

Flipboard

APRIL 17, 2023

Home Table of Contents Learning JAX in 2023: Part 3 — A Step-by-Step Guide to Training Your First Machine Learning Model with JAX Configuring Your Development Environment Having Problems Configuring Your Development Environment? ? Train a Simple Model with JAX Build a Linear Dataset Linear Model Build a Nonlinear Dataset Nonlinear Model ?

Machine Learning 107

Machine Learning Computer Vision Neural Network Deep Learning 107

Jay Alammar

DECEMBER 16, 2020

This article focuses on auto-regressive models, but these methods are applicable to other architectures and tasks as well. It is a linear transformation of 5,449 neurons (30% of the 18,432 neurons in the FFNN layers: 3072 per layer, 6 layers in DistilGPT2). It is a linear transformation of 8,542 neurons (46% of the FFNN neurons).

Explainability 52

Explainability Auto-complete Auto-classification Neural Network 52