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How to Evaluate a Data Visualization
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. A good data visualization should have all essential components in place Image by Benjamin O. Tayo Data visualization is one of the most important branches in data science. It is one of …
Deploying Machine Learning Models As a Service Using AWS EC2
Author(s): Tharun Kumar Tallapalli Originally published on Towards AI. Cloud Computing, Machine Learning An Overview of Deploying ML Models as Web Applications on EC2 using Flask and Nginx When ML Models are the only use case in our application we deploy it …
Neural Networks from Scratch with Python Code and Math in Detail- I
Author(s): Pratik Shukla, Roberto Iriondo Source: Unsplash Learn all about neural networks from scratch. From the math behind it to step-by-step implementation case studies in Python. Launch them live on Google Colab Note: In our upcoming second tutorial on neural networks, we will …
Introduction to Neural Networks and Their Key Elements (Part-C) — Activation Functions & Layers
Author(s): Irfan Danish Machine Learning Introduction to Neural Networks and Their Key Elements (Part-C) — Activation Functions & Layers In the previous story we have learned about some of the hyper parameters of an Artificial Neural Network. Today we’ll talk about activation functions and Layers, …
Deploy a Static Website using Github
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. Programming Make your website and share it publicly in no time. What is Github? GitHub is a software development platform. It gives Unlimited cloud storage and supports all programming languages.GitHub is an …
Support Vector Machine — Insights
Author(s): Gautam Kmr Machine Learning Support Vector Machine — Insights I have talked about Linear regression and Classification on my prior articles. Before we take on to Support Vector Machine (aka SVM), let’s first understand what it does. The objective of the support vector …
AI, Predicting Wine Prices with Regression, 99% r-squared
Author(s): Michelangiolo Mazzeschi Estimating wine prices with Machine Learning Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Role of Data Visualization in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Data visualization plays an integral role in machine learning from data analysis, to model building, testing, evaluation, and selection Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
PDF, CDF in Machine Learning
Author(s): Ramya Vidiyala PDF, CDF in a nutshell Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
No ML Algorithms Cheat Sheet, Please
Author(s): Venkat Raman Machine Learning, Opinion Image source: https://unsplash.com/ What is a Cheat Sheet ? Wikipedia defines cheat sheets as a concise set of notes used for quick reference. Now the word that needs to be emphasized here is ‘quick reference’. In programming, …
Role of Data Visualization in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Data visualization plays an integral role in machine learning from data analysis to model building, testing, evaluation, and selection Image by Benjamin O. Tayo Data Visualization is one of the most important …
Introduction
Author(s): ___ Originally published on Towards AI. In this article, I will explain why when building a linear model, we add an x₁x₂ term if we think the variables x₁ and x₂ interact and conclude with a principled method to add interaction …
Biased Machines and Where to Find Them
Author(s): Davor Petreski Originally published on Towards AI. Fairness, Ethics Algorithmic Oppression: Biased Machines and Where to Find Them Recent events of racial discrimination in law enforcement and the healthcare industry have shown us how biased and racist humans are. The systemic …
Intro to Neural Networks Part II — Brilliant.org
Author(s): Alison Sin These are the notes I’ve taken while going through this course at Brilliant.org. :) since a premium membership might not be universally… Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Intro to Neural Networks Part II — Brilliant.org
Author(s): Alison Sin Originally published on Towards AI. What is Training a Neural Network? These are the notes I’ve taken while going through this course at Brilliant.org. 🙂 since a premium membership might not be universally accessible and they did an outstanding …
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