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 …
3 Ways to Collect Big Data with your PC
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. How and where to find data on the internet? This article is intended to be technical. I hope you can apply the content of this article to improve your work and your skills. Photo …
Deploying Machine Learning Models as API using AWS
Last Updated on June 12, 2020 by Editorial Team Author(s): Tharun Kumar Tallapalli Machine Learning, Cloud Computing A guide to accessing SageMaker machine learning model endpoints through API using a Lambda function. As a machine learning practitioner, I used to build models. …
Beginners Guide to Convolutional Neural Network from Scratch — Kuzushiji-MNIST
Last Updated on June 12, 2020 by Editorial Team Author(s): Satsawat Natakarnkitkul Machine Learning Beginner Guide to Convolutional Neural Network from Scratch — Kuzushiji-MNIST Figure 1: Convolutional Neural Network (Source: https://en.wikipedia.org/wiki/Convolutional_neural_network) In the previous post, which you can check it out here, I have …
Underfitting & Overfitting — The Thwarts of Machine Learning Models’Accuracy
Author(s): Saniya Parveez Machine Learning Underfitting & Overfitting — The Thwarts of Machine Learning Models’Accuracy Introduction The Data Scientists remain spellbound and never bother to think about time spent when the Machine Learning model’s accuracy becomes apparent. More important, though, is the fact that …
Intro to Neural Networks (Brilliant.org)
Author(s): Alison Sin Neural Networks 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 job explaining the concept in simple terms, I decided to …
Quantitative Ability — A Requirement for Data Science/Business Analytics Programs
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Analyzing various four-year degree programs that can prepare you for a master’s degree in data science or business analytics Image by Benjamin O. Tayo With several businesses and organizations turning to data …
Loading Different Data Files in Python
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. What is the structure of HDF5 files? Source: Pixabay Don’t we all just love pd.read_csv()… It’s probably the most endearing line from our dear, pandas library. No doubts, when it comes to tabular …
Understanding the IoU Metric in Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision https://images.unsplash.com/photo-1453728013993-6d66e9c9123a?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=1950&q=80 Introduction In this post, we will cover the metric used for the evaluation of the object detection model. The metric is invariant of algorithms whether one uses RCNN, Fast-RCNN, Faster- RCNN, …
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