8 Unique Machine Learning Interview Questions on Backpropagation
In this article, I will present some interview questions and answers related to Backpropagation.
Avi Arora
Avi is a Computer Science student at the Georgia Institute of Technology pursuing a Masters in Machine Learning. He is a software engineer working at Capital One, and the Co Founder of the company Octtone. His company creates software products in the Health & Wellness space.
A Gentle Introduction to Feature Extraction and Feature Selection In Python
This article will walk you through how to perform both feature extraction and feature selection in machine learning.
Complete Glossary of Keras Optimizers and When to Use Them (With Code)
Introduction When a deep neural network ends up going through a training batch, where it propagates the inputs through the layers, it needs a mechanism to decide how it will use the predicted results against the known values to adjust…
11 Unique Machine Learning Interview Questions on Primary Component Analysis
In this article, I will present some interview questions and answers related to Principal Component Analysis.
How To Implement DCGAN To Generate Synthetic Samples?
Introduction Generative Adversarial Networks, commonly called GAN’s, are an architecture for training deep learning models to generate samples that match a given distribution. Most often, GAN’s are used for the generation of images. GAN’s demonstrate in exceptional ability to learn…
K-means for Beginners: How to Build from Scratch in Python
In this article, you will learning how to implement k-means entirely from scratch and gain a strong understanding of the k-means algorithm.
How To Use AugLy On Image, Video, Audio, and Text?
Facebook just recently released the AugLy package to the public domain. In this article, we will take a dive into the package.
How I Made an Anthony Fantano Neural Network
I’ve been watching Anthony Fantano of theneedledrop tear apart my favorite albums for years. From House of Balloons by The Weeknd getting a three to 2014 Forest Hills Drive getting a six, I could write a whole list of anime…
How to Fix Common Errors Deploying Keras Model to Heroku
Introduction When it comes time to deploy your Tensorflow / Keras model to Heroku, there are quite a few issues that can arise. After spending many hours sifting through StackOverflow posts while trying to deploy my own flask web app…
How to make a Flask Web App for Keras Model?
So, you have built some kind of machine learning model in Keras. Now, you want to add a frontend interface so people can actually interact with your model in an approachable way. Look no further.