Tag - By George Seif

5 Quick and Easy Data Visualizations in Python with Code

This post provides an overview of a small number of widely used comments By George Seif, AI / Machine Learning Engineer Data Visualization is a big part of a A chart for selecting the proper data visualization technique for a given situation Scatter...

A Guide to Decision Trees for Machine Learning and Data Science

What makes decision trees special in the realm of ML models is really their clarity of information representation. The “knowledge” learned by a decision tree through training is directly formulated into a hierarchical structure. comments By George Se...

Get a 2–6x Speed-up on Your Data Pre-processing with Python

Get a 2–6x speed-up on your pre-processing with these 3 lines of code! comments By George Seif, AI / Machine Learning Engineer Python is the go-to programming language for all things machine learning. It’s easy to use and has many fantastic libraries...

Handling Imbalanced Datasets in Deep Learning

It’s important to understand why we should do it so that we can be sure it’s a valuable investment. Class balancing techniques are only really necessary when we actually care about the minority classes. comments By George Seif, AI / Machine Learning...

How to do Everything in Computer Vision

The many standard tasks in computer vision all require special consideration: classification, detection, segmentation, pose estimation, enhancement and restoration, and action recognition. Let me show you how to do everything in Computer Vision with...

The 5 Basic Statistics Concepts Data Scientists Need to Know

Today, we’re going to look at 5 basic statistics concepts that comments By George Seif, AI / Machine Learning Engineer Statistics can be a powerful tool when performing the art of A basic box plot The line in the middle is the median value of the dat...

The 5 Clustering Algorithms Data Scientists Need to Know

Today, we’re going to look at 5 popular clustering algorithms that data scientists need to know and their pros and cons! comments By George Seif, AI / Machine Learning Engineer Clustering is a Machine Learning technique that involves the grouping of...