By Rahul Agarwal – 7 min read
How many times it has happened when you create a lot of features and then you need to come up with ways to reduce the number of features.
Illustrated: 10 CNN Architectures
By Raimi Karim – 12 min read A compiled visualisation of the common convolutional neural networks
Breaking BERT Down
By Shreya Ghelani – 17 min read
A complete breakdown of the latest milestone in NLP
Use Cython to get more than 30X speedup on your Python code
By George Seif – 4 min read
Python is a community favourite programming language! It’s by far one of the easiest to use as code is written in an intuitive, human-readable way.
Lessons on How to Lie with Statistics
By Will Koehrsen – 18 min read
Timeless Data Literacy Advice
Cluster Analysis: Create, Visualize and Interpret Customer Segments
By Maarten Grootendorst – 9 min read
Exploring methods for cluster analysis, visualizing clusters through dimensionality reduction and interpreting clusters through exploring impactful features.
Understanding Decision Trees for Classification (Python)
By Michael Galarnyk – 10 min read
Decision trees are a popular supervised learning method for a variety of reasons.
The Limitations of Machine Learning
By Matthew Stewart, PhD Researcher – 12 min read
Machine learning is now seen as a silver bullet for solving all problems, but sometimes it is not the answer.
Image Panorama Stitching with OpenCV
By Thalles Silva – 8 min read
Image stitching is one of the most successful applications in Computer Vision. Nowadays, it is hard to find a cell phone or an image processing API that do not contain this functionality.
