Building an End to End Recommendation Engine using Matrix Factorization with Cloud Deployment using Amazon SageMaker
Author(s): Anurag Bisht Originally published on Towards AI. Cloud Computing, Machine Learning Image Courtesy: Google Cloud How many times have you visited any shopping website and purchased anything, have you noticed that the website personalizes as per your purchase history? You all …
Best Machine Learning (ML) Books — Free and Paid — Editorial Recommendations for 2022
Author(s): Towards AI Editorial Team Originally published on Towards AI. AI Community ↓ Towards AI Source: Derivative from original, Photo by Patrick Robert Doyle on Unsplash Last updated January 1, 2022 Join our AI community with thousands of data leaders. Support us, …
AI Will Help Us Find Aliens — Here’s How
Author(s): Raj Shroff Originally published on Towards AI. If there is intelligent alien life, it will be AI that finds it. For better or for worse. Image by Pierluigi D’Amelio from Pixabay “Look at that thing, dude!” — US Navy pilot after …
#1. It’s slow.
Author(s): Frederik Bussler Originally published on Towards AI. And what is? “Jeremy Howard -Strategic Shifts in IT, World Economic Forum 2014” by WEF licensed under CC BY-NC-SA 2.0 Jeremy Howard, AI expert and former President of Kaggle — the world’s largest data …
Data Science Evaluation Metrics — Unravel Algorithms for Classification [Part 1]
Author(s): Maximilian Stäbler Originally published on Towards AI. Photo by Luke Chesser on Unsplash Data Science, Machine Learning Lessons learned about evaluation metrics for classification tasks. If you do not know how to ask the right question, you discover nothing.– W. Edwards …
A Gentle Introduction To Genetic Algorithms
Author(s): Dasaradh S K Originally published on Towards AI. Programming Source Genetic Algorithms are based on Charles Darwin’s theory of natural selection and are often used to solve problems in research and machine learning. In this article, we’ll be looking at the …
Let’s See How a Computer Sees…
Author(s): Pratik Originally published on Towards AI. Deep Learning, Programming Photo by Robina Weermeijer on Unsplash In humans, there are multiple stages to understand visual information, and the computer also follows this process. Let’s now try to zoom in a bit on …
Data Science for Everyone: Getting To Know Your Data — Part 1
Author(s): Sumudu Tennakoon Originally published on Towards AI. Data Science, Education The first article of “Data Science for Everyone”: an article series aimed at addressing data literacy in the community. Figure 1: Data and Science: the blend made possible all the science …