Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings …
Classification
How to use a Machine Learning Model to Make Predictions on Streaming Data using PySpark
Overview Streaming data is a thriving concept in the machine learning space Learn how to use a machine learning model (such as logistic regression) …
Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images
Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning …
Want to Build Machine Learning Pipelines? A Quick Introduction using PySpark
Overview Here’s a quick introduction to building machine learning pipelines using PySpark The ability to build these machine learning pipelines is a must-have skill …
Introduction to Apple’s Core ML 3 – Build Deep Learning Models for the iPhone (with code)
Overview Apple’s Core ML 3 is a perfect segway for developers and programmers to get into the AI ecosystem You can build machine learning …
4 Proven Tricks to Improve your Deep Learning Model’s Performance
Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk …
Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch
Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using …
Build an Image Classification Model using Convolutional Neural Networks in PyTorch
Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification problem – …
Demystifying BERT: A Comprehensive Guide to the Groundbreaking NLP Framework
Overview Google’s BERT has transformed the Natural Language Processing (NLP) landscape Learn what BERT is, how it works, the seismic impact it has made, …
A Beginner-Friendly Guide to PyTorch and How it Works from Scratch
Overview What is PyTorch? How can you get started with it from scratch? We’ll cover all of that in this article PyTorch is one …
