How to Make Your Machine Learning Models Robust to Outliers
According to Wikipedia, an outlier is an observation point that is distant from other observations. This definition is vague because…
Spam Filtering Using Bag-of-Words
Photo by Daniel Minárik on Unsplash In this post, we’re going to employ one simple natural language processing (NLP) algorithm…
An Intro Tutorial for Implementing Long Short-Term Memory Networks (LSTM)
Human thoughts are persistent, and this enables us to understand patterns, which in turn gives us the ability to predict…
7 Steps to Become a Machine Learning Engineer
Image source Building successful data science projects is not straightforward and sometimes it can turn into a nightmare. There are…
Deep Learning Has a Size Problem
The following is an adaptation of two talks I recently gave at the O’Reilly AI Conference and DroidCon in London.…
Introducing YOLO-NAS: A New State-of-the-Art for Object Detection
YOLO models are famous for two main reasons: Impressive speed and accuracy. Ability to detect objects in images quickly and…
NLP for Text-to-Image Generators: Prompt Analysis [Part 1]
Art by DALL-E 2 Text-to-image generators are currently a red hot topic in the field of AI art. With them,…